diff --git a/Scripts/Evaluation/predictions_eval.ipynb b/Scripts/Evaluation/predictions_eval.ipynb index e8a667c8df6c211f1a3d44fff0c0ee55d059e84e..b8a75cdaa918b53c5fa39ba30ad8087fe1fd377f 100644 --- a/Scripts/Evaluation/predictions_eval.ipynb +++ b/Scripts/Evaluation/predictions_eval.ipynb @@ -2,14 +2,4954 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ - "\n" + "%load_ext autoreload\n", + "%autoreload 2\n", + "import numpy as np\n", + "import scipy as sci\n", + "import pandas as pd\n", + "import json\n", + "import ndjson\n", + "import jsonlines\n", + "import os\n", + "import sys\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import re\n", + "sys.path.append('..')\n", + "from ML import ml_utils, plottings\n", + "path = os.path.join(*ml_utils.split_path_unix_win('../../Data/pan19-celebrity-profiling-training-dataset-2019-01-31/predictions/workset/creator'))\n", + "agen = 'age'\n", + "gendern = 'gender'\n", + "order = ['dist', 'char', 'asis', 'pos', 'tag', 'dep', 'lemma', 'word','emoticon_c','polarity', 'num']\n", + "stackdirs = ['_'.join(order[:i]) for i in range(2, len(order)+1)] + ['dist_char_asis_lemma','dist_char_asis_lemma_word']\n", + "dirs = order + ['_'.join(order[:i]) for i in range(2, len(order)+1)] + ['dist_char_asis_lemma', 'dist_char_asis_lemma_word']\n", + "\n", + "authors = [50, 150, 500, 1000]\n", + "lens = [100, 250, 500]\n", + "models = ['', 'direct', 'dynAA']\n", + "\n", + "targets = ['age', 'gender']\n", + "\n", + "featuretyp_dic = {'emoticon': [[100, 250, 500], [1], [1000, 500, 150, 50]],\n", + " 'char': [[100, 250, 500], list(range(2, 5 + 1)), [1000, 500, 150, 50]],\n", + " 'word': [[100, 250, 500], list(range(1, 2 + 1)), [1000, 500, 150, 50]],\n", + " 'tag': [[100, 250, 500], list(range(1, 3 + 1)), [1000, 500, 150, 50]],\n", + " 'dep': [[100, 250, 500], list(range(1, 3 + 1)), [1000, 500, 150, 50]],\n", + " 'asis': [[100, 250, 500], list(range(2, 5 + 1)), [1000, 500, 150, 50]],\n", + " 'lemma': [[100, 250, 500], list(range(1, 2 + 1)), [1000, 500, 150, 50]],\n", + " 'dist': [[100, 250, 500], list(range(2, 5 + 1)), [1000, 500, 150, 50]],\n", + " 'pos': [[100, 250, 500], list(range(1, 3 + 1)), [1000, 500, 150, 50]],\n", + " 'num': [[100, 250, 500], [1], [1000, 500, 150, 50]],\n", + " 'polarity': [[100, 250, 500], [1], [1000, 500, 150, 50]]\n", + " }\n" ] + }, + { + "cell_type": "code", + "execution_count": 3, + "outputs": [], + "source": [ + "dats = {}\n", + "for target in targets:\n", + " dats[target] = {}\n", + " for minTw in [str(el) for el in lens]:\n", + " dats[target][minTw] = {}\n", + " for model in models:\n", + " if model in ['direct', 'dynAA']:\n", + "\n", + " tmpdirs = stackdirs\n", + " settyp = ['test']\n", + " key = 'stacked' if model == 'dynAA' else 'cumulated'\n", + " filebeg = '{}_'.format(model)\n", + " dats[target][minTw][key] = {}\n", + " else:\n", + " tmpdirs = order\n", + " settyp = ['val', 'test']\n", + " key = 'baseline'\n", + " dats[target][minTw][key] = {}\n", + " filebeg = ''\n", + " for dir in tmpdirs:\n", + " dir = re.sub('emoticon_c', 'emoticon', dir)\n", + " part = dir.split('_')[-1]\n", + " dir = re.sub('emoticon', 'emoticon_c', dir)\n", + " grams = featuretyp_dic[part][1]\n", + " dats[target][minTw][key][dir] = {}\n", + " for subgram in [grams[0:i] for i in range(1, len(grams)+1)]:\n", + " sg = '_'.join([str(el) for el in subgram])\n", + " dats[target][minTw][key][dir][sg] = {}\n", + " for author in authors:\n", + " dats[target][minTw][key][dir][sg][str(author)] = []\n", + " for subset in settyp:\n", + " file = \"{0}pred_{1}_{2}_{3}_{4}_{5}_{6}.json\".format(filebeg,\n", + " subset,\n", + " target,\n", + " dir,\n", + " sg,\n", + " minTw,\n", + " author)\n", + " dats[target][minTw][key][dir][sg][str(author)].append(os.path.join(path, target, dir, minTw, file))\n", + "\n", + "\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":51: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":59: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:187: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n", + ":35: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + ":42: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + "C:\\Users\\schubert\\Documents\\attributionfeatures\\Scripts\\ML\\plottings.py:101: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(1, figsize=(18,4))\n" + ] + } + ], + "source": [ + "savedir = os.path.join(*ml_utils.split_path_unix_win('../../tex/figures'))\n", + "redo =False\n", + "backend_ = mpl.get_backend()\n", + "mpl.use(\"Agg\")\n", + "for target in dats.keys():\n", + " for mT in dats[target].keys():\n", + " minTw = int(mT)\n", + " os.makedirs(os.path.join(savedir, target, mT, 'proportions'), exist_ok=True)\n", + " os.makedirs(os.path.join(savedir, target, mT, 'confusion'), exist_ok=True)\n", + " for mode in dats[target][mT].keys():\n", + " for dir in dats[target][mT][mode].keys():\n", + " for grams in dats[target][mT][mode][dir].keys():\n", + " df = None\n", + " targCol = 'gender' if target == 'gender' else 'centered_age'\n", + " predCol = target + '_predicted_cat'\n", + "\n", + " fp = os.path.join(savedir, target,mT,'confusion' ,\n", + " 'confusion_{}_{}_{}_{}_mode_major_only_false.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " if os.path.exists(fp) and not redo:\n", + " continue\n", + "\n", + " for author in sorted([int(el) for el in list(dats[target][mT][mode][dir][grams].keys())]):\n", + " author = str(author)\n", + " for file in dats[target][mT][mode][dir][grams][author]:\n", + " try:\n", + " tmp = pd.read_json(file)\n", + " except:\n", + " print('Loading file failed : {}'.format(file))\n", + " continue\n", + " sb = 'test' if 'test' in file else 'val'\n", + " tmp['# Authors'] = int(author)\n", + " tmp['subset'] = sb\n", + " if type(df) == type(None):\n", + " df = tmp\n", + " else:\n", + " df = pd.concat((df, tmp), axis=0)\n", + " df.reset_index(inplace=True, drop=True)\n", + " df['correct'] = df[targCol] == df[predCol]\n", + " fig, ax = plottings.plot_distrib_graph(df=df, to_plot='True_False', absolute=False)\n", + "\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + " 'proportions_{}_{}_{}_{}_color_pred.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " dpi=fig.dpi,transparent=True, bbox_inches='tight')\n", + "\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + " 'proportions_{}_{}_{}_{}_color_pred.png'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " dpi=fig.dpi,transparent=True, bbox_inches='tight')\n", + "\n", + " fig, ax = plottings.plot_distrib_graph(df=df, to_plot='False', absolute=False,\n", + " color=targCol)\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + " 'proportions_{}_{}_{}_{}_color_{}.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT,\n", + " targCol)),\n", + " dpi=fig.dpi, transparent=True, bbox_inches='tight')\n", + "\n", + " fig.savefig(os.path.join(savedir, target,mT,'proportions' ,\n", + " 'proportions_{}_{}_{}_{}_color_{}.png'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT,\n", + " targCol)),\n", + " dpi=fig.dpi, transparent=True, bbox_inches='tight')\n", + " #plot basic confusion matrix\n", + " fig = plottings.plot_heatmap(df=df, target=targCol, pred=predCol,\n", + " major_wrong = False, normalize='true')\n", + " fig.savefig(os.path.join(savedir, target,mT,'confusion' ,\n", + " 'confusion_{}_{}_{}_{}_mode_basic.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " dpi=fig.dpi, transparent=True, bbox_inches='tight')\n", + "\n", + "\n", + "\n", + " fig = plottings.plot_heatmap(df=df, target=targCol, pred=predCol,\n", + " major_wrong = True, normalize='all')\n", + " fig.savefig(os.path.join(savedir, target,mT,'confusion' ,\n", + " 'confusion_{}_{}_{}_{}_mode_major_false.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " dpi=fig.dpi, transparent=True, bbox_inches='tight')\n", + "\n", + " fig = plottings.plot_heatmap(df=df, target=targCol, pred=predCol,\n", + " major_wrong = 'wrong', normalize='all')\n", + " fig.savefig(os.path.join(savedir, target,mT,'confusion' ,\n", + " 'confusion_{}_{}_{}_{}_mode_major_only_false.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " dpi=fig.dpi, transparent=True, bbox_inches='tight')\n", + " plt.clf()\n", + "\n", + "mpl.use(backend_) # Reset backend" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n", + "is_executing": true + } + } + }, + { + "cell_type": "code", + "execution_count": 4, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Doing the stuff including pred_test_age_dist_2_500_1000.json\n", + "Doing the stuff including pred_test_age_dist_2_3_500_1000.json\n", + "Doing the stuff including pred_test_age_dist_2_3_4_500_1000.json\n", + "Doing the stuff including pred_test_age_dist_2_3_4_5_500_1000.json\n", + "Doing the stuff including pred_test_age_char_2_500_1000.json\n", + "Doing the stuff including pred_test_age_char_2_3_500_1000.json\n", + "Doing the stuff including pred_test_age_char_2_3_4_500_1000.json\n", + "Doing the stuff including pred_test_age_char_2_3_4_5_500_1000.json\n", + "Doing the stuff including 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+ "Doing the stuff including dynAA_pred_test_gender_dist_char_2_3_4_5_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_3_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_3_4_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_3_4_5_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_1_2_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_1_2_3_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_1_2_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_1_2_3_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_1_2_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_1_2_3_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_1_2_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_1_2_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_polarity_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_polarity_num_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_1_2_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_word_1_250_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_word_1_2_250_1000.json\n", + "Doing the stuff including pred_test_gender_dist_2_100_1000.json\n", + "Doing the stuff including pred_test_gender_dist_2_3_100_1000.json\n", + "Doing the stuff including pred_test_gender_dist_2_3_4_100_1000.json\n", + "Doing the stuff including pred_test_gender_dist_2_3_4_5_100_1000.json\n", + "Doing the stuff including pred_test_gender_char_2_100_1000.json\n", + "Doing the 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direct_pred_test_gender_dist_char_2_3_4_5_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_2_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_2_3_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_2_3_4_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_2_3_4_5_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_1_2_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_1_2_3_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_1_2_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_1_2_3_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_1_2_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_1_2_3_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_1_2_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_1_2_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_polarity_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_polarity_num_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_lemma_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_lemma_1_2_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_lemma_word_1_100_1000.json\n", + "Doing the stuff including direct_pred_test_gender_dist_char_asis_lemma_word_1_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_2_3_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_2_3_4_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_2_3_4_5_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_3_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_3_4_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_2_3_4_5_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_1_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_1_2_3_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_1_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_1_2_3_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_1_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_1_2_3_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_1_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_1_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_polarity_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_pos_tag_dep_lemma_word_emoticon_c_polarity_num_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_1_2_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_word_1_100_1000.json\n", + "Doing the stuff including dynAA_pred_test_gender_dist_char_asis_lemma_word_1_2_100_1000.json\n" + ] + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "savedir = os.path.join(*ml_utils.split_path_unix_win('../../tex/figures'))\n", + "redo =False\n", + "idx = [\"500\", \"250\", \"100\"]\n", + "only_do = ['age','gender']\n", + "backend_ = mpl.get_backend()\n", + "mpl.use(\"Agg\")\n", + "for target in dats.keys():\n", + " if target in only_do:\n", + " tweets = sorted(list(dats[target].keys()), key=idx.index)\n", + " for mT in tweets:\n", + " minTw = int(mT)\n", + " os.makedirs(os.path.join(savedir, target, mT, 'bars'), exist_ok=True)\n", + " os.makedirs(os.path.join(savedir, target, mT, 'confusion'), exist_ok=True)\n", + " for mode in dats[target][mT].keys():\n", + " for dir in dats[target][mT][mode].keys():\n", + " for grams in dats[target][mT][mode][dir].keys():\n", + " df = None\n", + " targCol = 'gender' if target == 'gender' else 'centered_age'\n", + " predCol = target + '_predicted_cat'\n", + "\n", + " # fp = os.path.join(savedir, target,mT,'confusion' ,\n", + " # 'confusion_{}_{}_{}_{}_mode_major_only_false.pdf'.format(mode,\n", + " # dir,\n", + " # grams,\n", + " # mT)),\n", + " # if os.path.exists(fp) and not redo:\n", + " # continue\n", + "\n", + " for author in sorted([int(el) for el in list(dats[target][mT][mode][dir][grams].keys())]):\n", + " author = str(author)\n", + " for file in dats[target][mT][mode][dir][grams][author]:\n", + " try:\n", + " tmp = pd.read_json(file)\n", + " except:\n", + " print('Loading file failed : {}'.format(os.path.basename(file)))\n", + " continue\n", + " sb = 'test' if 'test' in file else 'val'\n", + " tmp['# Authors'] = int(author)\n", + " tmp['subset'] = sb\n", + " if type(df) == type(None):\n", + " df = tmp\n", + " else:\n", + " df = pd.concat((df, tmp), axis=0)\n", + " print('Doing the stuff including {}'.format(os.path.basename(file)))\n", + " df.reset_index(inplace=True, drop=True)\n", + " df['correct'] = df[targCol] == df[predCol]\n", + " # fig, ax = plottings.plot_distrib_graph(df=df, to_plot='True_False', absolute=False, line=True)\n", + " #\n", + " # fig.savefig(os.path.join(savedir, target,mT,'bars' ,\n", + " # 'proportions_{}_{}_{}_{}_color_pred.pdf'.format(mode,\n", + " # dir,\n", + " # grams,\n", + " # mT)),\n", + " # dpi=fig.dpi,transparent=True, bbox_inches='tight')\n", + " #\n", + " # fig.savefig(os.path.join(savedir, target,mT,'bars' ,\n", + " # 'proportions_{}_{}_{}_{}_color_pred.png'.format(mode,\n", + " # dir,\n", + " # grams,\n", + " # mT)),\n", + " # dpi=fig.dpi,transparent=True, bbox_inches='tight')\n", + " #\n", + " # fig, ax = plottings.plot_distrib_graph(df=df, to_plot='False', absolute=False,\n", + " # color=targCol, line=True)\n", + " # fig.savefig(os.path.join(savedir, target,mT,'bars' ,\n", + " # 'proportions_{}_{}_{}_{}_color_{}.pdf'.format(mode,\n", + " # dir,\n", + " # grams,\n", + " # mT,\n", + " # targCol)),\n", + " # dpi=fig.dpi, transparent=True, bbox_inches='tight')\n", + " #\n", + " # fig.savefig(os.path.join(savedir, target,mT,'bars' ,\n", + " # 'proportions_{}_{}_{}_{}_color_{}.png'.format(mode,\n", + " # dir,\n", + " # grams,\n", + " # mT,\n", + " # targCol)),\n", + " # dpi=fig.dpi, transparent=True, bbox_inches='tight')\n", + " #plot basic confusion matrix\n", + " fig = plottings.plot_heatmap(df=df, target=targCol, pred=predCol,\n", + " major_wrong = False, normalize='true')\n", + " fig.savefig(os.path.join(savedir, target,mT,'confusion' ,\n", + " 'confusion_{}_{}_{}_{}_mode_basic.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " dpi=fig.dpi, bbox_inches='tight')\n", + "\n", + "\n", + "\n", + " fig = plottings.plot_heatmap(df=df, target=targCol, pred=predCol,\n", + " major_wrong = True, normalize='all')\n", + " fig.savefig(os.path.join(savedir, target,mT,'confusion' ,\n", + " 'confusion_{}_{}_{}_{}_mode_major_false.pdf'.format(mode,\n", + " dir,\n", + " grams,\n", + " mT)),\n", + " dpi=fig.dpi, bbox_inches='tight')\n", + "\n", + " fig = plottings.plot_heatmap(df=df, target=targCol, pred=predCol,\n", + " major_wrong = 'wrong', normalize='all')\n", + " #fig.savefig(os.path.join(savedir, target,mT,'confusion' ,\n", + " # 'confusion_{}_{}_{}_{}_mode_major_only_false.pdf'.format(mode,\n", + " # dir,\n", + " # grams,\n", + " # mT)),\n", + " # dpi=fig.dpi, bbox_inches='tight')\n", + " plt.clf()\n", + "\n", + "\n", + "mpl.use(backend_) # Reset backend" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 4, + "outputs": [], + "source": [ + "target = 'gender'\n", + "minTw = '100'\n", + "dir = 'asis'\n", + "mode = 'baseline'\n", + "grams = '2_3_4_5'\n", + "df = None\n", + "targCol = 'gender' if target == 'gender' else 'centered_age'\n", + "predCol = target + '_predicted_cat'\n", + "for author in sorted([int(el) for el in list(dats[target][minTw][mode][dir][grams].keys())]):\n", + " author = str(author)\n", + " for file in dats[target][minTw][mode][dir][grams][author]:\n", + " tmp = pd.read_json(file)\n", + " sb = 'test' if 'test' in file else 'val'\n", + " tmp['# Authors'] = int(author)\n", + " tmp['subset'] = sb\n", + " if type(df) == type(None):\n", + " df = tmp\n", + " else:\n", + " df = pd.concat((df, tmp), axis=0)\n", + "df.reset_index(inplace=True, drop=True)\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 4, + "outputs": [], + "source": [ + "tmp = df[0:100000].copy(deep=True)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 5, + "outputs": [ + { + "data": { + "text/plain": " gender centered_age\n# Authors \n50 0.5 0.17\n150 0.5 0.13\n500 0.5 0.17\n1000 0.5 0.17", + "text/html": "
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gendercentered_age
# Authors
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" + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['correct'] = df[targCol] == df[predCol]\n", + "def prop(x):\n", + " labs = x.unique()\n", + "\n", + " return round(sum(x == labs[0])/len(x),2)\n", + "df.groupby('# Authors').agg({'gender':prop,\n", + " 'centered_age':prop})\n", + "#tmp['correct'] = tmp[targCol] == tmp[predCol]\n", + "\n", + "#fig, ax = plottings.plot_distrib_graph(df=df, to_plot='True_False', absolute=False)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 19, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": 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\n" 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IiIiIiF/QdVBFRERERETEJ+g6qCIiIiIiIuITnNbp7RDypQRVRERERETED6gHVURERERERHyCElQRERERERHxCaVhkSRdZkZERERERMQPWGsLfCsIY8wgY8xmY8w2Y8y4XPZXN8b8YIxZbYxZb4y5Mb861YMqIiIiIiLiB4pykSRjTAAwERgAxADLjDEzrbUbMhUbA2yw1l5ijKkNbDbGfGmtPZlXvepBFRERERER8QNF3IPaFdhmrd2RkXBOAYZlPyRQ1RhjgCDgEJB+ukqVoIqIiIiIiPiBwiSoxpjRxpjlmW6js1UXBuzJtB2TcV9mbwMtgX3AWuBua63rdDFqiK+IiIiIiIgfcJ0+N8zCWjsJmHSaIia3h2XbvghYBfQDmgHzjDELrbVJeVWqHlQRERERERE/YAvxrwBigAaZtsNx95RmdiMwzbptA6KBc09XqRJUERERERERP1DEc1CXARHGmCbGmPJAJDAzW5ndQH8AY0xd4Bxgx+kq1RBfERERERERP+B0FXyIb36stenGmLHAz0AA8LG1dr0x5raM/e8BTwGTjTFrcQ8JftBae+B09SpBFRERERER8QMFvb5pIeqbDczOdt97mf7eBwwsTJ1KUEVERERERPyApeh6UIuLElQRERERERE/4CriHtTioARVRERERETEDxT1EN/ioFV8RURERERExCeoB1VERERERMQPuIpwFd/iogRVRERERETED7isElQRERERERHxARbfn4OqBFVERERERMQPlIZFkpSgioiIiIiI+AElqCIiIiIiIuITnFokSURERERERHyB1SJJIiIiIiIi4gs0xFdERERERER8glbxFREREREREZ/gUg+qiIiIiIiI+AIN8RURERERERGf4NIqviIiIiIiIuILNMTXj+xas4OFX83Huly06t2OTkPOz7J/5ewlbPl7A+D+5eLwvoPc9NadBJYvx7TnvsKZno51umjW5Ry6De/ljVMoc3q178Ej/3mQAIeDqfOnMWn6x1n2D+11MbcM/w8Ax44fY8Kkp9m0awtN6jfmjf++6CnXoG44b0x5h8mzvijR+Mua3Wuj+fOrX3FZS6tebej4725Z9kfNWcqWxRsBsC4Xh/cd4sY37iCwQjm+f34KzjQnLpeLZp1b0PXSHt44hTKlV/sLePjGBwhwOPh2/nQmff9Jlv2X9LyYWy69AYBjqcd5/INnMtpHI16/N1P7qBPGG9+8y6ezvyzJ8MukiNpNubjVv3AYByv2rGLB9sU5yjSp0dBdxuHg2MnjfLTY/bzfd+HtnEg/ibUWl3Xx7qLJJRt8GdS9VVf+N+JOHMbB93/N4tO5X2XZ36dtD2675CZcLhdOl5NX/u9tVm9fC8DMp6ZwLPU4TpcTp8vJ9S/c6o1TKHOa12rCxS37Y4yDlTGrWbhjSY4yjWs0YHDL/gSYAI6lHePjJV8DUDGwAsPaDKZOUC0Avl87mz1H9pVo/GXNBa268r8r7ybA4WD6oh+Z/HPWz4E+7XpyxyU347LuNvLy1DdZldFGABzGwRfjPyDhyAHufufBkg7fb+kyM37C5XLxx+fzGHb/VQTVqMrUJz6lSYfm1Air5SnT8eJudLzY/YU8Omobq+Yuo2JQJay1XPpgJOUrlseZ7mTas1/SqE1TQpuHeet0ygSHw8HjtzzEDU+OJvZgHN+98DW/LvudbTE7PGX2xO/lmkdvJOloMr079OTp2yZwxfhriN63k6H/u9JTz5+TfmHu0vneOpUyweVyseCLX7jkvhEE1ajK/z35BY3bN8vSRjoM7kqHwV0B2LlqO6vnLve0kWH3X0m5jDYy/bmvadimCaHN6nvrdEo9h8PBhJvGc+NTtxF7KI7vnvuS+cv/YHum9hETv5drJ9zkbh/te/DUrY8y4qHriN63i2H3X+WpZ+H7c5m39FdvnUqZYTBc0nognyyZQlJqErf1vIGNcVtJSDnoKVMxsAKXnHcRny79hsTUJKqUr5yljo8Xf8WxtOMlHXqZ5DAOHrzqHsa8eR9xRxL47MH3WbBmEdGxuzxllm5eyR9rFgHQPKwpz9/0OFc8eb1n/62v30Pi0cQSj72sMhiGtB7Ap0u/ISk1mVsvGMWm+G052siQ1gP5fNlUElOTs7SRwS37szVhB99EfU+AcVAuoJw3TqPMcBgHD478L3e8cS9xhxP4YvwH/LFmEdH7d3rKLN20gj9W/wlARFgznr/lCS5//FrP/pH9RhAdu4ugilVKOHr/VhrmoDq8HUBZELdjP9XrBlO9TjABgQFEdGvJjqiteZbfsmQDLbq1BMAYQ/mK5QFwOV24nC4wpkTiLsvaNj+PXbG72RO3l7T0dGb9+RP9u1yYpUzU5tUkHU0GYNWW1dStWSdHPRe06cbuuD3sS9hfInGXVfE7YqleJ8TTRpp3O5foVdvzLL91yUYiMrWRctnaiEFt5Gy428ce9sRntI9FP/Ovzn2zlInakql9bF1DaM26Oerpfl43dsfGsO+A2sfZCg+uz8Fjhzl8/AhO62Ltvo20rNsiS5m2Ya3ZELuZxNQkAI6ePOaNUP1C68Yt2ZOwl70H95PuTGfuil/p065nljLHT/zzY0Cl8pVKwYUbSrfw4HocOnqEw8cT3W1k/0bOrRORpUyb+q3YGLuFxFT3e9epNlIhsDyNazRgZcwaAJzWRWr6iZI9gTLmvMYtiYnfy94D7jby87L59G17ujZSETIlRnWCa9OrTXe+X/RjicUsbrYQ/7xFPahF4OjhZKrWqObZDgqpStyO3L+wpZ1IY/faaPpcO8Bzn8vlYuqET0mMP0yb/h3VM1QEQmvUZf+BOM927KE42kW0ybP8iP6XsSBqUY77/91jED/+OadYYvQnR48kE1Sjqmc7KCTo9G1k3U56XdPfc5/L5eLbJz4nMf4Ibfq1p26zesUec1lWt0YdYg/Gerbzax9X9BvOgqg/c9z/7x4XMWuR2kdRqFYxiMTjSZ7tpNRkwoOzfhbUqlIDh3Fw0/lXUz6wPH9HL2fV3nWe/Td0i8RiWbZrFcv3rCqx2MuiOsG1iDsc79mOP5zAeY1b5ijXt10vxg67hZCqIdzzzjjP/dbCxDtfxmKZtvAHpi/6oUTiLsuqVqzq+XEGTrWRrJ8Fp9rIjV1HUiGwPH/vXM7qfesJqRTM0ZPHGN7mYkKr1WFfYiyzN84nzZlW0qdRZtQOqU1s5jZyJIHzmuRsIxe278XYS2+lRtUQ7n77Ac/9/7vyLt6Y9g6VK1bO8RgpXqWhB7XEE1RjjLHZnpk87hsNjAa46oHr6XFpnxKMspAK8TrvXLWNes3DqBhUyXOfw+Eg8qkbOXE0ldlvTedgTAI1w2sXQ6B+JJcOtrwaZLfzujCi/3AiHx6V5f5ygYH069KXl798ozgi9Cu5PfUmj5ECO1dvJ7R5/Rxt5KonRnHiWCpz3p6hNnKWcuuBzrN9tO7MiH6XMvLRG7PcXy4wkP6d+/DKV28WS4z+J5fXJNuHi8M4CKseysdLvqacI5DRPa5nz5F9HDx6iEl/fU7yiRSqlK/MDd0iOXD0IDsP7Smp4Mug3F6PnH5fvZDfVy+kQ/O23HbJfxjz5n0A3PTKGA4kHiQkKJiJd73CzrhdRG1bU8wxl225fWJkf9tyGEP96qFMXjqFco5Abul+LTFH9uEwDupVC2X2hl+ISdzP4Jb96dX0fH7durBEYi+LCvJ6APy2aiG/rVpIx+btuH3ozdz+xr30anMBh5IPs3H3Fjq1aF/ssUpWpSFBLdEhvpkTUWNMf2NMZ2NMK2utNdm+rVprJ1lrO1trO/t0cgpUqVGV5EP//KqXcjiZKiFBuZbdumQjEee3ynVfhSoVCTu3AbvW7sh1vxRc7ME46tX6Z0hiaI26xB9KyFHunEYRPHv749z2/N0cSck6V6h3h55s2LGRg4mHij3esi4opCoph5I92ymHU6gcnHsb2bZkk2d4b3YVKlck7JwG7F63szjC9Buxh+IIrRnq2c6zfTSM4JnbJnD7i/fkbB/te7I+epPaRxFJSk2meqV/RuJUq1iV5NSUbGWS2JqwgzRnGsfSjrPr0B5Cq7qnJiSfcJc9evIYG2O3EBasUQZnI/5IAnVD/pn2USekNgmJB/IsH7VtDeG1wqhepToABxLd8yIPpxzh99ULaZ1L76sUTlJqMtUrZmsjJ7K3kWS2ZWojOw/FEFqtDkmpySSlJhOT6B65syF2M/Wr5Zy2IAUXfziB0MxtJLg2CUfybiMrt60mvHZ9gqtUp12zNvRp24Mfn5nKczc9TudzO/L0jY+WRNiCexXfgt68pUQT1EzJ6RjgKaAH8Icxpln2HtTSpG6TeiTGHSYp4QjOdCdbl2ykSYfmOcqdOHaCvZv30LTjP/uOJx3jxNFUANJPprFnwy5C6tUssdjLqrXb1tO4XiPC64RRLjCQf/ccxPzlv2cpU69WKBPvf43/vfkQO/fvylHHkJ6DNby3iNRpEpqljWxbsokm7ZvlKHfi2An2bYmhSYd/9h1POsaJY/+0kZgNuwgJrVFisZdF7vbRkPA69d3to8dFzF/+R5Yy9WqF8vb9r3D/W4+wc//uHHUM6TmIH//8qaRCLvP2Ju6jZpUQQipVJ8A4aFO/JZvisq5lsDFuK41qNMBhDOUcgYQH1ych5QDlAspRPsA9T7tcQDma125CfHLeXxQlfxt2baJBnXDq1wwlMCCQgZ36sWBN1mkg4bX/WczwnAYRlAsMJPFoIhXLV6RyBfcIkIrlK9KtZRe274su0fjLor2J+6lRJYTgU22kXks2xW/LUmZj3DYahYRnaiP1SEg5SMrJoySlJlGzivuzo2nNRsSnqI2cjfWeNlKPwIBALurSnz/WZJ0K0iBTGzm3QQvKBZbjyNFE3v7+fQaPv5whD1/J+I8eZ/mmlTzyyVMlfQp+y1pb4Ju3lMgQX2NMTWvtwYy/2wGXAP8C7gRWANHGmABrrbMk4ilqjgAHva8dwIyXp2Jd7kto1AyrzbpfowA4r18HAHas2ELD1o0pV6G857FHE1P45YNZWJf7P0LzrufSpH3O5FYKx+ly8sSHz/Lxo+8S4Ajg/379nm17tjNy4AgAvp77LWNH3EZw1WCeuOVhANKdTi57cCTg/lLRo113Hn1fb5hFwRHgoNe1/fnh1e+wLhfn9mxDjbBarPvNPU/uvAvdQ3yiV26lQetG2drIUX79aI77wtLW0qzLOTTOJbmVgnO6nDz50fN89PC7BDgc/N9vM9gWs53IAVcAMGXe/zH2itEEBwXz+C0PAZDuTOfycdcA7vZxQdvzeXTS0147h7LGZS0/rpvHqK6ROIxhRcwa4lMO0KWh+/Nj2e4oElIOsjVhB2N73YzFsnz3auJTDhBSKZirO18GuIcBr9m3ga0JGolzNpwuJy998zpvjX2ZAIeDmX/PZsf+nVzeaygA3y2cSf/2vbm420WkO9M5kXaS8R89AUDNqiG8dKu7bQQ4Avh5+S/8vWGpt06lzHBZy6wN87i+y5U4jGFlzFoSUg7QuYH782P5nlUcOHqQrQeiuaPnf7DWsjKjHQHM2vALV7QbQoAJ4PDxI0xfM9ubp1PqOV1OXvjmNSbe9QoOh4OZf83KaCPDAPhu4Qz6dejDkPMHZbSRE4z7YIJ3gxagdAzxNcUdpDGmKTAG+MVaO8cYUx/33NKTQC/gMmvtcWPMtcDP1toc48ze+vtj338m/cibL7/u7RAkw9bvss5pemPRB16KRDKb+PpEb4cgGbZ8m3WxoEdmPeelSCSzn2ap991XLH8n6+iJx+a84KVIJLMfZ2h1W1+z8r2FZeISAo/NeaHAedWTgx/0yjmXRA9qKnAU6GOMOQn8AQwEmltr6wBkJKf/AeaWQDwiIiIiIiJ+x+VyeTuEfBVbgnpqQSRr7T5jzPvADbiH9iYCw4GfjDEfAgeBfsB/rLXxeVYoIiIiIiIiZ6w0DPEtlkWSsq3WW95auxd4F4gHrgMaAX2A5cAW4Gpr7driiEVERERERETAhS3wzVuKpQc1U3I6GrjAGBMFzAPeBO4CRgIzrLXvFcfxRUREREREJCu/7UEFMMbcAVwDTAYuB54G2gOv456TOsAYU6W4ji8iIiIiIiL/8NvLzJHDgfYAACAASURBVBhj6gH1gCG45546gYXAf4GXgGeAytbao8VxfBEREREREcnKb3pQjTFZliC21u4HXsA913SotfZC4MeM7VsyyhwsimOLiIiIiIhI/lwuV4Fv3lIkPajZ5pzWw7340W9AGlA9o1grYCXwkLX2eFEcV0RERERERAqmzPegZu45Ncb8C7gZKA9cDNxrrd0M7DDGLAJeBN6w1iaczTFFRERERESk8Ip6DqoxZpAxZrMxZpsxZlweZfoaY1YZY9YbY/7Ir84z7kHNdimZZkBL3EnpImPMAGCoMeZe3Cv2hgEndZ1TERERERER73DZohu6a4wJACYCA4AYYJkxZqa1dkOmMsHAO8Aga+1uY0yd/Oo94wQ1U3J6F3A9UAuYBSwC5gMWuBr4n7X2pTM9joiIiIiIiJy9Ih7i2xXYZq3dAWCMmQIMAzZkKnM1MM1auzvj+Pl2WJ7tEN+BQB+ge0YwA4wxY6y1LtxzUD/LuImIiIiIiIgXFWaRJGPMaGPM8ky30dmqCwP2ZNqOybgvsxZAiDHmd2PMCmPM9fnFeDZDfOsBl+Ee2htirV1tjLkOmGyMqWStfRn4/UzrFxERERERkaJTmB5Ua+0kYNJpiphc7st+gECgE9AfqAT8bYxZbK3dklelBepBNW6OTNsBGZeSeQP3kN7/GmPqWWuX4F4oaaQxJqQgdYuIiIiIiEipEwM0yLQdDuzLpcxP1tqj1toDwAKg3ekqLegQ3yoZw3YxxtwDvGGM+RxIxT2E1wB3GWPCrbWLgB7W2sMFrFtERERERESKWRGv4rsMiDDGNDHGlAcigZnZyswAehljAo0xlYFuwMbTVZpvgmqMGYq7pxRjzLW455o+AFwI/MdauxD4HggGbs5YzelkQc5IRERERERESkZRJqjW2nRgLPAz7qRzqrV2vTHmNmPMbRllNgI/AWuApcCH1tp1p6v3tHNQjTE1gbuAu40xDYHOwP3ADcBa4OmMA/9tjEkB4q21znzPRkREREREREpUEa/ii7V2NjA7233vZdt+CSjwVV3yWyTpJJAOTAACgE3As0AKMNRam2aMeQxIs9Y+V9CDioiIiIiISMkqyuugFpfTDvG11ibjvqbpxcBi4HWgITANqGWMicS9ku/3xRyniIiIiIiInIUinoNaLApymZmpQBTwNrAXuAX3WOMhuOedXpsxtlhERERERER8lDcTz4LKN0G11u4CdhljrgG+AR4Frsbd+1rZWptYvCGKiIiIiIjI2SoTCeop1toVxpjLcQ/5DbHWvgMoORURERERESkFylSCCmCtXW2M6QscL55wREREREREpDiUuQQVIL/r1oiIiIiIiIjvcbl8fxXfQieoIiIiIiIiUvqUyR5UERERERERKX2UoIqIiIiIiIhPUIIqIiIiIiIiPkEJqoiIiIiIiPgELZIkIiIiIiIiPkE9qCIiIiIiIuITlKCKiIiIiIiITygNCarD2wGIiIiIiIiIgHpQRURERERE/EJp6EFVgioiIiIiIuIHtIqviIiIiIiI+AT1oIqIiIiIiIhPUIIqIiIiIiIiPkEJqoiIiIiIiPgEJagiIiIiIiLiE5SgioiIiIiIiE9wObWKr4iIiIiIiPgA9aCKiIiIiIiIT1CCWkSevPsxb4cgmXzy5WRvhyB5eP3517wdggAPTXjY2yFIHr6fOt3bIQhwzahrvR2C5GHOj3O8HYIAg4cM9nYIUkYpQRURERERERGfoARVREREREREfILLpUWSRERERERExBf4fgeqElQRERERERF/oCG+IiIiIiIi4hOUoIqIiIiIiIhPKA0JqsPbAYiIiIiIiIiAelBFRERERET8QmlYxVc9qCIiIiIiIn7AWlvgW0EYYwYZYzYbY7YZY8adplwXY4zTGHNFfnWqB1VERERERMQPFOUcVGNMADARGADEAMuMMTOttRtyKfcC8HNB6lUPqoiIiIiIiD9w2YLf8tcV2Gat3WGtPQlMAYblUu5O4DsgviCVKkEVERERERHxA4UZ4muMGW2MWZ7pNjpbdWHAnkzbMRn3eRhjwoDhwHsFjVFDfEVERERERPxAYYb4WmsnAZNOU8Tk9rBs268DD1prncbkVjwnJagiIiIiIiJ+wFWwobsFFQM0yLQdDuzLVqYzMCUjOa0FXGyMSbfWfp9XpUpQRURERERE/EBRLpIELAMijDFNgL1AJHB1tuM1OfW3MWYy8OPpklNQgioiIiIiIuIXijJBtdamG2PG4l6dNwD42Fq73hhzW8b+As87zUwJqoiIiIiIiD8o2h5UrLWzgdnZ7ss1MbXW3lCQOpWgioiIiIiI+IEiHuJbLJSgioiIiIiI+AGX0+XtEPKlBFVERERERMQPqAdVREREREREfEIpyE+VoIqIiIiIiPiFUpChKkEVERERERHxAxriKyIiIiIiIj5BCaqIiIiIiIj4BCWoIiIiIiIi4huUoIqIiIiIiIgvsC4lqCIiIiIiIuIDNMRXREREREREfEIpyE+VoIqIiIiIiPgD63J5O4R8KUEVERERERHxAxriKyIiIiIiIj5BCaqIiIiIiIj4BK3iKyIiIiIiIr7B9/NTJagiIiIiIiL+QEN8RURERERExCe4tIqviIiIiIiI+AT1oIqIiIiIiIgvsL7fgaoEVURERERExB9oDqqIiIiIiIj4BiWoIiIiIiIi4gvUgyoiIiIiIiI+weX0/UmoSlBFRERERET8ge93oOLwdgAiIiIiIiIioB5UERERERERv6A5qH6k3/l9eea+JwhwBPDFjK9587OJWfY3b9SMNx97lbbnnMez777IO1++D0Czhk358Nl3PeUa1W/IC5Ne5v0pH5Vo/GXRphXr+X7S/+Fyueg2sAf9RwzMsv/40eN89fJkDiccxuVy0nf4v+g6oDtpJ9OY+OBrpKel43I5adujA4OuGeKlsyg7enfsyYRbxuNwBPDNvP/jvf/7MMv+YX2GcNvlNwFwNPUYj77zJBt3bvbsdzgczHz1W2IPxXHzk3eUaOxlUfTqbfz6+c9Yl4s2fTvQbWjPLPuX/vgXGxetBcDlcnFo7wHueO9/VAqqROrRVH7+4AcOxsSDMQwafQn1Ixp44zTKlB5tzmfcNfcR4HDw3R8z+GjWZ1n2X9ihN3defisul8XpcvL8l68StXU1AE/d9Ai92/fkUNJhhj880hvhlzkx63exdOqfWOsiokcr2l7UKUeZ/Vv2svTbhViniwpBlRj83+EAbPh1NVv+3ABYInq0pnX/diUcfdnUvVVX7rtiLA5HADMWzeLTeV9l2d+7bQ9uG/IfrLWkO528+t3brN7ufh+b8eQUjqUew2VdpDudjHrxVm+cQpkSUbsp/249AIcxLN+9mgXb/85RpknNhvy71QAcDgfHTh7nw7+/AOB//e7gRPpJrLW4rIt3/vykpMP3W0pQ/YTD4eD5B55mxNir2Re/n7mfzuKnhXPZEr3VU+ZI0hEeevkxLu57UZbHbt+9gwuvvchTz9pZy5n1+08lGn9Z5HK6mPbuVG59+k6q1wzm9XtfpHW3NoQ2rOcps2jWH9RtWI+bJtxOSmIyz9/6JB37diGwXCC3P3sXFSpVxJnu5O0HXqFlp9Y0OreJF8+odHM4HDx52yNc9+jNxB6MY8ar3/DLkt/Ytme7p8yeuBiuGj+KpKNJ9OnUi2fHPsHw/0V69t94yXVsi9lOUOUgb5xCmeJyufhl8hxGjL+WqjWq8cWjH9Ks4znUCq/tKdN1yAV0HXIBANtXbmb5nCVUCqoEwK+f/0STds0Yds8InOlO0k6keeU8yhKHcfDI9Q9wy4tjiT0UzzePf8pvUQvZsS/aU2bxhmX8FrUAgBYNmvPyHc8ydPyVAHz/5yy++uVbnh39uDfCL3NcLhdLpixg4F1DqRwSxI/Pf0vDtk0IrlfDU+bEsRMs/voPBtx5CUE1qnI86RgAh/ceZMufGxgy7gocAQHMe+sHGrRpRLU6wd46nTLBYRw8cOXdjH3rf8QdSeDTB95jwdpFRMfu8pRZtnklC9YsAqB5/aY8d9PjjHjqes/+2964l8SjiSUee1lkMFxy3kV8suRrko4ncXuvG9kYt5WElAOeMhUDKzD0vEFMXjKFxNQkqpSvnKWOj/7+kmNpx0s6dL9nnb6foGoOahHo2Lo9O2N2smvfbtLS0/h+7gwG987aW3fg8EFWbVxNWnp6nvX07tKTnTG7iIndW9whl3m7t+ykZr3a1AytRWC5QDr07sT6xWuylDEYThxPxVrLieMnqFy1Mo4AB8YYKlSqCIAz3YnT6QLjjbMoO9pFtGHX/t3siYshLT2NHxbMYUC3flnKrNy0iqSjSQBEbVpNaK26nn2hNetyYZc+fDP3uxKNu6yK3b6XkLohBNcJISAwgHPPb832FZvzLL/xr/W07H4e4P5SHrNpN236dgAgIDCAilUqlkjcZVmbpq3ZHRdDTMI+0p3pzFkyl34de2cpc/zEP1/kKpWvROaVLlZsjiIxo/3I2TuwM56qtatTtXZ1AgIDaNI5gt2ro7OUiV62hUbtmxJUoyoAlaq5v3wnxh6mdpO6BJYvhyPAQWiL+uxataPEz6Gsad34XPYk7GXvwf2kO9OZt+JX+rTtkaVMljZSoSK2NKwGU0qFB9fn0NHDHD52BKd1sWbvBlrWjchSpl1Ya9bHbiYx1f3edPTkMW+EKtlYawt88xb1oBaBerXrsTduv2d7X3wsnVp3KHQ9wwcMZdrcGUUZmt9KPHiE4Nohnu3qtYLZvXlnljI9hvTh46fe44nrH+LE8VSue/AmHA73bzYup4vX7nmeA/sT6PHvPjQ6R72nZyO0Zl32H4j1bMcejKV9i7Z5lr9q4OX8sWKhZ/uxW8bx/CcvU6VSlWKN018kH0qmas3qnu2gGtXYvz33H8bSTqSxc802+t8wGIDE+MNUrlqZn96fScLuOOo2qceF111E+YrlSyT2sqpOSG1iD8V5tuMOxdOmWesc5fp36svdV9xBzWoh3PHqf0syRL9y7EgKVUL+Ga1RJSSIhOi4LGUS445gnS7mvDqd9NQ0WvZrS/PzzyW4fg1WzlxMakoqgeUDiFm3i5qN6pT0KZQ5tYNrE3c4wbMddySB8xq3ylGub7uejBk6mpCqwdz77jjP/dZa3h77EhbL9D9/YPqiH0sk7rKqWqWqnsQTICk1mQYh9bOUqVmlBgGOAG7qfg0VAsrzV/QyVu1dB7h/Xrvx/JFYa1m2O4plu1eVZPj+TUN8c2eMMTZbWm6McVhrXZm2RwOjAYIaBVOxju9+MTW59K4V9le7coHluKj3QJ5+5/kiikpyyPZCbV65gbCm4dz+7N0c3J/A+4++TdPWzahYuRKOAAf3vfUQx1OO8ckzk9i/cx/1GtfPo2LJj8mlkeT1/nh+m65cOeAyRjx4LQD9uvThQOIh1m3fQLfzuhRnmH4tt/cxgO0rt1C/RQPP8F6Xy0Xczv30HzWIes3D+fWzn1j6wyJ6jriwBKMtewraRuav+J35K36n0zkdGHv5rdzy4tgSiM4P5fb+lO0lsi7Lgd0JXHTPMJxp6cx68TtqNwkluF4NzhvYkblvzqBchXKEhNfy/PgpZy63t6jcenh+X/0nv6/+kw7N23LbkJsY89Z9ANz86lgOJB4kJCiYt+98mZ1xu4natibH46Vgcn89sm4HOBzUrx7Kx4u/opwjkFt7jmLPkX0cPHqISYs+I/lEClXKV+bG80eSkHKQnYf2lEjs/q40zEEt8XfMzMmpMWaQMeZSY0zzzMkpgLV2krW2s7W2sy8npwD74vcTVvefuY3164QSmxB7mkfk1P+CC1mzaS0Jhw7kX1jyVb1mMEcSDnu2Ew8coXqN6lnKLPtlMW26t8cYQ636dahRtybxe7L+Ql4pqDLN2kSwaeWGEom7rNp/IJZ6tUI926E1Q4k7FJ+j3LmNW/D8nU8y+umxHEl2zxPq1LIj/+p6IQs/nMdbD7zCBW278dp/Xyix2MuiqjWqknzwn3lYKYeSCAqummvZTYvXeYb3uh9bjao1qlGveTgALbq2JG7n/lwfKwUXdyie0Br/DGuvW6MOCUcS8iy/YnMUDeqEExxUPc8ycuYqhwRx9HCKZ/vo4RQqV6+SrUwVwlo3pFyFclQMqkRoRH0Ox7g/w1v0aMXQh65i8H2XUaFyBarV0et0tuKPJFA35J958nWDa3MgMe/vTFHb1hBWqz7Vq7if+wOJBwE4nHKE31f/SetGLYs34DIu8Xgy1StW82xXq1iVpNTkHGW2JuwgzZnGsbTj7Dy4m3rV3KMJkk+429fRk8fYELuF8GB1ApSU0jDE12s/6Rlj7gAeA1oAUcaYzt6K5WxFbVhNkwZNaFi/AeUCy3HpwGH8tHBeoeq4bOAwpmt4b5Fp0KIRB/bFczD2AOlp6UQtWEHrbm2ylAmuHcLW1e55d8mHk4iPiaNGaC1SEpM5nuKeJ5F24iRbV22mbnjdHMeQgluzdR2N6zcivG4Y5QLLcUnvwfyy9LcsZerXrse749/kv6+OI3rfP4tevPTZa1xwYz963TyAO1+8j7/WLOHeVx8s6VMoU0KbhnE49hBH4g/jTHeyafF6mnVqkaPciWOpxGzcRbNO53juqxIcRNWa1Ti0z/3FcNf6aGqG1c7xWCmcddEbaFi3AWG16hMYEMjgbgP5LWphljIN6oR7/m7Z6BzKBQZyJEULvhSHWo3qkBSfSPKBJJzpTqKXb6VB28ZZyjRs24T4bftwOV2kn0wjITqO6qHuqSWnFkxKOZTMrlU7aNI5IvshpJA27NpMwzrh1K8ZSmBAIAM69WPB2r+ylAmvHeb5+5wGEZQLDCTxaCIVy1ekcgX3KJCK5StyfsvObN+fdU6xFM7exH3UrBJCSKXqBBgHbcNasSlua5YyG+O20LhGAxzGUM4RSIPgMOJTDlIuoBzlA9zTQsoFlKN5rSbEJef9g5wUMVchbgWQ0eG42RizzRgzLpf91xhj1mTc/jLG5LuseYkN8TXGNLDW7rHWWmNMS2BAxm0ksBRYmamsI3uPqi9zOp2Mf+lRpr75JQ6Hg69/+IbNO7Yw6jL3EMVPp31BnZq1mTd5NlWrBOGyLm6NvJkekReScjSFShUq0qdbb+57LsdrKmcoICCAy267kkmPTcS6XHQd0J3QRvX5a7b7C98FF/diQORgprz+OS+NeQasZciNlxJUPYh90Xv5+rXPsC4X1mVp16sjrbq2yeeIcjpOl5MJ7z3DZ098gMPh4NtfprN19zauHnQVAF/99A13Rd5OSLXqPHX7YwCkO9MZ9t8rvRl2meUIcND/hsF898KXuFyWNn3aUyu8Dqt+WQ5A+3+5fy/cumwTjdo0yzG/tP/1g5n1znSc6U6C64Qw6NahJX4OZY3T5eTZz1/i/fvfJMDhYPqCH9i+dwdXXngZAFN/m8aAzv0Y2vNi0tPTSU07wf8mPux5/Iu3P0WXczsRHBTML6/9wDvTP2DagpneOp1SzxHg4PzIXsx7aybWZWl+QUtC6tdk0wL3/Llze59HcL0ahLVqyIynp2CMIaJHK0LCagLw26SfOHE0NaOe3lTQQmJnzely8uLUN3hzzEsEOBzM/HsOO/bv5LKe7vefaX/OpF/73vy720DSnU5ST57goY+fBKBm1RBeHP0UAIEBAfy0bD5/b1jqrVMpE1zW8sP6udzQLRJjHKzcs5r4lAN0beheg2Xp7igSUg6yJX47d/a+BWsty/esIj45gZDKwVzT+XLAvTrzmr3r2ZqghcRKistVdCmWMSYAmIg7p4sBlhljZlprMw89jAb6WGsPG2MGA5OAbqettyS6b40xNYGPgfnW2jeNMRWB/wINgKbAEGttmjHmTuBra22WMRu1u4b7/mBpP/LJl5O9HYJkGBLxryzbTS7JuWCElLyHJjycfyEpEbd0vibL9nmjunopEsnsmlHXejsEyTC+311ZtruM6eudQCSLgYMH5l9IStQzQx4qE9d0CLuwaYHzqr2/7TjtORtjugOPW2svytgeD2CtfS6P8iHAOmttWG77TympIb5HcWfLvYwxt1trU4FzgZ7ApRnJ6ZXAf4DKp6lHREREREREzoC1Bb8ZY0YbY5Znuo3OVl0YkHl1q5iM+/JyEzAnvxiLdYjvqQWRrLWpxphfAScwxhhzCBgLzATeMsZUAFoD11lrdxdnTCIiIiIiIv7Iugo+MNVaOwl3J2Necl3QOdeCxlyIO0Htmd9xiy1BzbZab0XghLX2J+NeS38skAYMAroCtYFHrbU7iyseERERERERv1a00ztjcE/ZPCUc2Je9kDGmLfAhMNhaezC/SostQc2UnN4FdAeOGWO+stbOybje221APWvtxOKKQURERERERNyKeP2hZUCEMaYJsBeIBK7OXMAY0xCYhnuk7JaCVFqsc1CNMWOAy4CHgJrAR8aYy6y1c3AvmtTDGBNicrtCuYiIiIiIiBQZ67QFvuVbl7XpuEfG/gxsBKZaa9cbY24zxtyWUewx3HngO8aYVcaY5fnVW6Q9qJkvD5Mxr9QJXA7cgPtqOg8ALxtjXNba740xv1hrjxZlDCIiIiIiIpJTUV/BxVo7G5id7b73Mv19M3BzYeos0gQ1U3I6DDgOrAdSgEuAEdbahIzVn57KSE5TivL4IiIiIiIikocSuMTo2SqSIb6Zh+gaYyKB94F+wKu4xyEvBeoZY24AlgP/UnIqIiIiIiIimZ11D2q21Xob4V5auIe1drsx5mpgHFAOOAGMxH3d07izPa6IiIiIiIgUXCnoQD27BDVbcjoGuA6oBrxqjNlrrf3KGJMCTARWAi9Za5PONmgREREREREpHOt0eTuEfJ1VgpopOR0GdMCdoN4CtAHON8b8aa2dmXE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+ }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plottings.plot_heatmap(df=df, target=targCol, pred=predCol, major_wrong = False, normalize='true')\n", + "\n", + "fig.savefig(os.path.join(savedir, target,str(100),'confusion' ,'test.pdf'),\n", + " dpi=fig.dpi, bbox_inches='tight')" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 63, + "outputs": [ + { + "data": { + "text/plain": " ID\n# Authors \n50 50\n150 150\n500 500\n1000 1000", + "text/html": "
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5050
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" + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def counter(x):\n", + " return len(x.unique())\n", + "df.groupby(by='# Authors').agg({'ID':counter})\n", + "\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } } ], "metadata": { diff --git a/Scripts/Evaluation/result_evaluations.ipynb b/Scripts/Evaluation/result_evaluations.ipynb index a8f853946a3cae0142f639d621a866b1f683c22c..636ec3b6f69be42ae54ce608b8100fd3bf50064c 100644 --- a/Scripts/Evaluation/result_evaluations.ipynb +++ b/Scripts/Evaluation/result_evaluations.ipynb @@ -41,7 +41,299 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 21, + "outputs": [], + "source": [ + "path = os.path.join(*ml_utils.split_path_unix_win('../../Data/pan19-celebrity-profiling-training-dataset-2019-01-31/results/workset/creator'))\n", + "agen = 'age'\n", + "gendern = 'gender'\n", + "order = ['dist', 'char', 'asis', 'pos', 'tag', 'dep', 'lemma', 'word','emoticon_c','polarity', 'num']\n", + "order2 = []\n", + "for i in range(1, len(order)):\n", + " order2.append('_'.join(order[0:i]))\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "markdown", + "source": [ + "# Data Set Distributions\n", + "\n" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%% md\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 22, + "outputs": [], + "source": [ + "prepr = re.sub('results', 'preprocessed', path)\n", + "def transformer(x):\n", + " x['init_sum'] = sum(x['init_len'])\n", + " x['n_tweets'] = len(x['init_len'])\n", + " x['prepr_sum'] = sum(x['prepr_len'])\n", + "\n", + " return x\n", + "import gc\n", + "gc.collect()\n", + "if os.path.exists(os.path.join(prepr, 'ids_total.json')):\n", + " ids = pd.read_json(os.path.join(prepr, 'ids_total.json'))\n", + "else:\n", + " ids = None\n", + " for tar in ['age', 'gender']:\n", + " for leng in [100, 250, 500]:\n", + " for aut in [50, 150, 500, 1000]:\n", + " tmp_num = None\n", + " for st in ['train', 'val', 'test']:\n", + " nfile = os.path.join(prepr, 'num', '{}'.format(leng), '{}'.format(tar),\n", + " st, '{}_num_{}_{}_authors.ndjson'.format(st, leng, aut))\n", + "\n", + " if type(tmp_num) == type(None):\n", + " with open(nfile, 'r', encoding='utf-8') as r:\n", + " tmp_num = pd.DataFrame(ndjson.load(r))\n", + " tmp_num.drop(labels=['mentions', 'tags', 'urls','times', 'tweetID',\n", + " 'emotic_num', 'emojis_num', 'numericals', 'ID'], inplace=True, axis=1)\n", + "\n", + " tmp_num['set'] = st\n", + " tmp_num = tmp_num.apply(func=transformer, axis=1)\n", + " else:\n", + " with open(nfile, 'r', encoding='utf-8') as r:\n", + " tmp = pd.DataFrame(ndjson.load(r))\n", + " tmp.drop(labels=['mentions', 'tags', 'urls','times', 'tweetID',\n", + " 'emotic_num', 'emojis_num', 'numericals', 'ID'], inplace=True, axis=1)\n", + "\n", + " tmp['set'] = st\n", + " tmp = tmp.apply(func=transformer, axis=1)\n", + " tmp_num = pd.concat([tmp_num, tmp], axis=0)\n", + "\n", + "\n", + " file = os.path.join(prepr, '{}_ids'.format(tar),\n", + " 'ids_{}_{}_{}_authors_balanced.json').format(tar, leng, aut)\n", + " print(file)\n", + " tmp = pd.read_json(file)\n", + " tmp['target'] = tar\n", + " tmp['No. of Authors'] = aut\n", + " tmp['No. of Characters'] = leng\n", + " tmp = tmp.merge(tmp_num, how='left', left_on='uID', right_on='uID')\n", + " if type(ids)==type(None):\n", + " ids = tmp\n", + " else:\n", + " ids = pd.concat([ids, tmp], axis=0)\n", + " ids = ids.reset_index(drop=True)\n", + "\n", + " ids.to_json(os.path.join(prepr, 'ids_total.json'))" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 23, + "outputs": [ + { + "data": { + "text/plain": " ID tweetID uID centered_age gender \\\n0 14544 [14544_5] 14544_5 1985 male \n1 14544 [14544_6] 14544_6 1985 male \n2 14544 [14544_9, 14544_10] 14544_9|14544_10 1985 male \n3 14544 [14544_11, 14544_12] 14544_11|14544_12 1985 male \n4 14544 [14544_13] 14544_13 1985 male \n\n birthyear strat target No. of Authors No. of Characters init_len \\\n0 1984 1985_male age 50 100 [142] \n1 1984 1985_male age 50 100 [140] \n2 1984 1985_male age 50 100 [47, 53] \n3 1984 1985_male age 50 100 [99, 70] \n4 1984 1985_male age 50 100 [116] \n\n prepr_len set init_sum n_tweets prepr_sum \n0 [159] test 142 1 159 \n1 [165] test 140 1 165 \n2 [29, 74] train 100 2 103 \n3 [132, 103] test 169 2 235 \n4 [144] val 116 1 144 ", + "text/html": "
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IDtweetIDuIDcentered_agegenderbirthyearstrattargetNo. of AuthorsNo. of Charactersinit_lenprepr_lensetinit_sumn_tweetsprepr_sum
014544[14544_5]14544_51985male19841985_maleage50100[142][159]test1421159
114544[14544_6]14544_61985male19841985_maleage50100[140][165]test1401165
214544[14544_9, 14544_10]14544_9|14544_101985male19841985_maleage50100[47, 53][29, 74]train1002103
314544[14544_11, 14544_12]14544_11|14544_121985male19841985_maleage50100[99, 70][132, 103]test1692235
414544[14544_13]14544_131985male19841985_maleage50100[116][144]val1161144
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" + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ids.rename(columns={'# Authors':'No. of Authors',\n", + " '# Chars in Input': 'No. of Characters'}, inplace=True)\n", + "ids.head()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 24, + "outputs": [], + "source": [ + "def aggregate(x):\n", + " d = {}\n", + " tot = x['init_sum'].sum()\n", + " tsum = x['n_tweets'].sum()\n", + " d['avg_tweet'] = round(tot/tsum,2)\n", + " d['avg_instance'] = round(tot/x.shape[0],2)\n", + " d['avg_tweet_per_instance'] = round(tsum/x.shape[0],2)\n", + " return pd.Series(d, index=['avg_instance', 'avg_tweet', 'avg_tweet_per_instance'])" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 25, + "outputs": [ + { + "data": { + "text/plain": " avg_instance avg_tweet \\\ntarget age gender age gender \nNo. of Characters No. of Authors \n100 50 160.30 162.94 109.58 111.92 \n 150 160.52 162.37 107.38 112.94 \n 500 160.78 161.63 109.21 111.86 \n 1000 160.07 160.99 109.28 111.84 \n250 50 313.16 315.73 109.05 112.02 \n 150 313.25 315.58 107.43 112.84 \n 500 313.26 314.66 109.09 111.67 \n 1000 313.30 314.34 109.18 111.84 \n500 50 565.60 568.76 109.12 111.87 \n 150 565.89 568.71 107.48 112.84 \n 500 566.13 567.54 109.15 111.70 \n 1000 566.10 567.38 109.17 111.85 \n\n avg_tweet_per_instance \ntarget age gender \nNo. of Characters No. of Authors \n100 50 1.46 1.46 \n 150 1.49 1.44 \n 500 1.47 1.44 \n 1000 1.46 1.44 \n250 50 2.87 2.82 \n 150 2.92 2.80 \n 500 2.87 2.82 \n 1000 2.87 2.81 \n500 50 5.18 5.08 \n 150 5.27 5.04 \n 500 5.19 5.08 \n 1000 5.19 5.07 ", + "text/html": "
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avg_instanceavg_tweetavg_tweet_per_instance
targetagegenderagegenderagegender
No. of CharactersNo. of Authors
10050160.30162.94109.58111.921.461.46
150160.52162.37107.38112.941.491.44
500160.78161.63109.21111.861.471.44
1000160.07160.99109.28111.841.461.44
25050313.16315.73109.05112.022.872.82
150313.25315.58107.43112.842.922.80
500313.26314.66109.09111.672.872.82
1000313.30314.34109.18111.842.872.81
50050565.60568.76109.12111.875.185.08
150565.89568.71107.48112.845.275.04
500566.13567.54109.15111.705.195.08
1000566.10567.38109.17111.855.195.07
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" + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped = ids.groupby(by=['target', 'No. of Characters', 'No. of Authors']).apply(aggregate)\n", + "grouped = grouped.reset_index()\n", + "grouped = pd.pivot(index=[ 'No. of Characters','No. of Authors'], columns=['target'],\n", + " values=['avg_instance', 'avg_tweet', 'avg_tweet_per_instance'], data=grouped)\n", + "\n", + "\n", + "\n", + "grouped" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 26, + "outputs": [], + "source": [ + "savedir = os.path.join(*ml_utils.split_path_unix_win('../../tex/tables'))\n", + "table = grouped.to_latex(sparsify=True,\n", + " multirow=True,\n", + " multicolumn=True,\n", + " caption='''Statistics of the Dataset''',\n", + " label='tab:dataset',\n", + " float_format=\"%.2f\")\n", + "table = re.sub(r'begin{table}', 'begin{table}[!ht]', table)\n", + "table = re.sub('& target &', '& Target &', table)\n", + "table = re.sub('& tweetLen &', r'& Min. \\\\No. of Characters &', table)\n", + "table = re.sub(r\"\\\\begin\\{tabular\", r\"\\\\begin{adjustbox}{max width=\\\\textwidth}\\n\\\\begin{tabular\", table)\n", + "table = re.sub(r\"\\\\end\\{tabular}\", r\"\\n\\\\end{tabular}\\\\end{adjustbox}\", table)\n", + "\n", + "with open(os.path.join(savedir, 'dataset.tex'), 'w') as w:\n", + " w.write(table)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 27, + "outputs": [ + { + "data": { + "text/plain": " set target No. of Characters No. of Authors avg_instance avg_tweet \\\n0 test age 100 50 159.93 109.42 \n1 test age 100 150 161.05 107.75 \n2 test age 100 500 160.74 109.27 \n3 test age 100 1000 160.09 109.28 \n4 test age 250 50 313.19 108.30 \n\n avg_tweet_per_instance \n0 1.46 \n1 1.49 \n2 1.47 \n3 1.47 \n4 2.89 ", + "text/html": "
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settargetNo. of CharactersNo. of Authorsavg_instanceavg_tweetavg_tweet_per_instance
0testage10050159.93109.421.46
1testage100150161.05107.751.49
2testage100500160.74109.271.47
3testage1001000160.09109.281.47
4testage25050313.19108.302.89
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" + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grouped = ids.groupby(by=['set','target', 'No. of Characters', 'No. of Authors']).apply(aggregate)\n", + "grouped = grouped.reset_index()\n", + "grouped.head()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 28, + "outputs": [], + "source": [ + "for st in ['train', 'val', 'test']:\n", + " pv = pd.pivot(index=[ 'No. of Characters','No. of Authors'], columns=['target'],\n", + " values=['avg_instance', 'avg_tweet', 'avg_tweet_per_instance'],\n", + " data=grouped.loc[grouped.set == st,:])\n", + "\n", + "\n", + "\n", + " savedir = os.path.join(*ml_utils.split_path_unix_win('../../tex/tables'))\n", + " table = pv.to_latex(sparsify=True,\n", + " multirow=True,\n", + " multicolumn=True,\n", + " caption='''Statistics of the Dataset''',\n", + " label='tab:dataset_{}'.format(st),\n", + " float_format=\"%.2f\")\n", + " table = re.sub(r'begin{table}', 'begin{table}[!ht]', table)\n", + " table = re.sub('& target &', '& Target &', table)\n", + " table = re.sub('& tweetLen &', r'& Min. No. of Characters &', table)\n", + " table = re.sub(r\"\\\\begin\\{tabular\", r\"\\\\begin{adjustbox}{max width=\\\\textwidth}\\n\\\\begin{tabular\", table)\n", + " table = re.sub(r\"\\\\end\\{tabular}\", r\"\\n\\\\end{tabular}\\\\end{adjustbox}\", table)\n", + "\n", + " with open(os.path.join(savedir, '{}_dataset.tex'.format(st)), 'w') as w:\n", + " w.write(table)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 11, + "outputs": [ + { + "data": { + "text/plain": "508" + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "del ids\n", + "gc.collect()" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 30, "outputs": [ { "name": "stdout", @@ -97,19 +389,12 @@ "text/plain": " featuretypes # Authors subgrams modeltype name tweetLen target rank \\\n0 dist 150 2 cumulated dist 2 500 age 02 \n1 dist 150 2-3 cumulated dist 3 500 age 023 \n2 dist 150 2-3-4 cumulated dist 4 500 age 0234 \n3 dist 150 2-3-4-5 cumulated dist 5 500 age 02345 \n4 dist_char 150 2 stacked char 2 500 age 012 \n\n Average Spearman's Rho (ext.) Average Spearman's Rho (red.) \\\n0 0.187245 0.072675 \n1 0.114232 0.035884 \n2 0.026844 0.015722 \n3 0.021929 0.006432 \n4 0.073347 0.022784 \n\n set set_enum set_feat \n0 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n1 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n2 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n3 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n4 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA ", "text/html": "
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featuretypes# AuthorssubgramsmodeltypenametweetLentargetrankAverage Spearman's Rho (ext.)Average Spearman's Rho (red.)setset_enumset_feat
0dist1502cumulateddist 2500age020.1872450.072675dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
1dist1502-3cumulateddist 3500age0230.1142320.035884dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
2dist1502-3-4cumulateddist 4500age02340.0268440.015722dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
3dist1502-3-4-5cumulateddist 5500age023450.0219290.006432dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
4dist_char1502stackedchar 2500age0120.0733470.022784dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
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" }, - "execution_count": 34, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "path = os.path.join(*ml_utils.split_path_unix_win('../../Data/pan19-celebrity-profiling-training-dataset-2019-01-31/results/workset/creator'))\n", - "agen = 'age'\n", - "gendern = 'gender'\n", - "order = ['dist', 'char', 'asis', 'pos', 'tag', 'dep', 'lemma', 'word','emoticon_c','polarity', 'num']\n", - "order2 = []\n", - "for i in range(1, len(order)):\n", - " order2.append('_'.join(order[0:i]))\n", "\n", "age_files = {'acc':[], 'dist': []}\n", "gender_files = {'acc':[], 'dist': []}\n", @@ -200,7 +485,7 @@ "age_dist.drop_duplicates(colnames, inplace=True)\n", "print(age_dist.shape)\n", "print(age_acc.shape)\n", - "#age = age_acc.merge(age_dist.loc[:, ['set', 'tweetLen', '# Authors','rank',\n", + "#age = age_acc.merge(age_dist.loc[:, ['set', 'tweetLen', 'No. of Authors','rank',\n", "# 'featuretypes', 'modeltype', 'target',\n", "# \"Average Spearman's Rho (ext.)\",\n", " # \"Average Spearman's Rho (red.)\"]], how='left')\n", @@ -224,7 +509,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 31, "outputs": [ { "name": "stdout", @@ -282,7 +567,7 @@ "text/plain": " featuretypes # Authors subgrams modeltype name tweetLen target \\\n0 dist 150 2 cumulated dist 2 500 gender \n1 dist 150 2-3 cumulated dist 3 500 gender \n2 dist 150 2-3-4 cumulated dist 4 500 gender \n3 dist 150 2-3-4-5 cumulated dist 5 500 gender \n4 dist_char 150 2 stacked char 2 500 gender \n\n rank Average Spearman's Rho (ext.) Average Spearman's Rho (red.) \\\n0 02 0.085755 0.136993 \n1 023 0.153513 0.113376 \n2 0234 0.118509 -0.005042 \n3 02345 0.090370 0.054982 \n4 012 0.127436 0.053515 \n\n set set_enum set_feat \n0 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n1 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n2 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n3 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA \n4 dist-char-word-lemma 2 DIST-CHAR-WORD-LEMMA ", "text/html": "
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featuretypes# AuthorssubgramsmodeltypenametweetLentargetrankAverage Spearman's Rho (ext.)Average Spearman's Rho (red.)setset_enumset_feat
0dist1502cumulateddist 2500gender020.0857550.136993dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
1dist1502-3cumulateddist 3500gender0230.1535130.113376dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
2dist1502-3-4cumulateddist 4500gender02340.118509-0.005042dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
3dist1502-3-4-5cumulateddist 5500gender023450.0903700.054982dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
4dist_char1502stackedchar 2500gender0120.1274360.053515dist-char-word-lemma2DIST-CHAR-WORD-LEMMA
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" }, - "execution_count": 35, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -366,7 +651,7 @@ "\n", "print(gender_dist.shape)\n", "print(gender_acc.shape)\n", - "#gender = gender_acc.merge(gender_dist.loc[:, ['set', 'tweetLen', '# Authors','rank',\n", + "#gender = gender_acc.merge(gender_dist.loc[:, ['set', 'tweetLen', 'No. of Authors','rank',\n", "# 'featuretypes', 'modeltype', 'target',\n", "# \"Average Spearman's Rho (ext.)\",\n", "# \"Average Spearman's Rho (red.)\"]], how='left')\n", @@ -389,11 +674,36 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 32, "outputs": [], "source": [ "dist = pd.concat([age_dist, gender_dist])\n", - "acc = pd.concat([age_acc, gender_acc])" + "acc = pd.concat([age_acc, gender_acc])\n", + "dist.rename(columns={'# Authors':'No. of Authors'}, inplace=True)\n", + "acc.rename(columns={'# Authors':'No. of Authors'}, inplace=True)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 33, + "outputs": [ + { + "data": { + "text/plain": "Index(['featuretypes', 'No. of Authors', 'subgrams', 'modeltype', 'name',\n 'tweetLen', 'target', 'rank', 'Average Spearman's Rho (ext.)',\n 'Average Spearman's Rho (red.)', 'set', 'set_enum', 'set_feat'],\n dtype='object')" + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dist.columns" ], "metadata": { "collapsed": false, @@ -404,14 +714,14 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 86, "outputs": [ { "data": { - "text/plain": "target age \\\ntweetLen 500 \n# Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.187245 \n 2-3 0.114232 \n 2-3-4 0.026844 \n 2-3-4-5 0.021929 \n dist_char 2 0.136581 \n... ... \nsingular baseline tag 1 0.088622 \n 1-2 0.017799 \n 1-2-3 0.082513 \n word 1 -0.058514 \n 1-2 -0.011166 \n\ntarget \\\ntweetLen 250 \n# Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.041580 \n 2-3 -0.022333 \n 2-3-4 0.002778 \n 2-3-4-5 0.004039 \n dist_char 2 0.061984 \n... ... \nsingular baseline tag 1 -0.018548 \n 1-2 0.045190 \n 1-2-3 0.040029 \n word 1 -0.118380 \n 1-2 -0.068614 \n\ntarget \\\ntweetLen 100 \n# Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.034811 \n 2-3 -0.005109 \n 2-3-4 -0.003334 \n 2-3-4-5 0.021338 \n dist_char 2 0.001302 \n... ... \nsingular baseline tag 1 0.113389 \n 1-2 0.064695 \n 1-2-3 0.033945 \n word 1 0.026580 \n 1-2 -0.010872 \n\ntarget \\\ntweetLen 500 \n# Authors 500 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.008349 \n 2-3 0.027542 \n 2-3-4 0.050173 \n 2-3-4-5 0.037073 \n dist_char 2 0.024354 \n... ... \nsingular baseline tag 1 0.071146 \n 1-2 -0.010918 \n 1-2-3 0.038633 \n word 1 0.042761 \n 1-2 0.001316 \n\ntarget \\\ntweetLen 100 \n# Authors 500 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.009855 \n 2-3 -0.006344 \n 2-3-4 0.024525 \n 2-3-4-5 -0.009718 \n dist_char 2 0.007699 \n... ... \nsingular baseline tag 1 -0.060031 \n 1-2 0.069371 \n 1-2-3 0.036958 \n word 1 0.027012 \n 1-2 0.003212 \n\ntarget \\\ntweetLen 250 \n# Authors 500 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.007215 \n 2-3 -0.013204 \n 2-3-4 0.025758 \n 2-3-4-5 0.027035 \n dist_char 2 0.012189 \n... ... \nsingular baseline tag 1 0.045259 \n 1-2 0.047406 \n 1-2-3 0.009889 \n word 1 -0.002993 \n 1-2 0.014187 \n\ntarget \\\ntweetLen \n# Authors 1000 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.015321 \n 2-3 0.008644 \n 2-3-4 0.027900 \n 2-3-4-5 -0.007913 \n dist_char 2 0.018137 \n... ... \nsingular baseline tag 1 0.025578 \n 1-2 0.046400 \n 1-2-3 0.001714 \n word 1 -0.008936 \n 1-2 -0.003547 \n\ntarget \\\ntweetLen 500 \n# Authors 1000 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.019163 \n 2-3 0.047782 \n 2-3-4 0.009939 \n 2-3-4-5 0.015407 \n dist_char 2 0.004790 \n... ... \nsingular baseline tag 1 -0.067977 \n 1-2 0.044056 \n 1-2-3 0.047400 \n word 1 0.015079 \n 1-2 0.011849 \n\ntarget \\\ntweetLen 100 \n# Authors 1000 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 -0.014053 \n 2-3 0.012595 \n 2-3-4 0.001973 \n 2-3-4-5 -0.020033 \n dist_char 2 0.004727 \n... ... \nsingular baseline tag 1 -0.052828 \n 1-2 0.034712 \n 1-2-3 0.000329 \n word 1 0.004566 \n 1-2 -0.000954 \n\ntarget gender \\\ntweetLen 500 \n# Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.085755 \n 2-3 0.153513 \n 2-3-4 0.118509 \n 2-3-4-5 0.090370 \n dist_char 2 0.091084 \n... ... \nsingular baseline tag 1 -0.008557 \n 1-2 0.154573 \n 1-2-3 0.051351 \n word 1 -0.030364 \n 1-2 -0.000287 \n\ntarget ... \\\ntweetLen ... \n# Authors ... \nScore ... \nset modeltype featuretypes subgrams ... \ndist-char-word-lemma cumulated dist 2 ... \n 2-3 ... \n 2-3-4 ... \n 2-3-4-5 ... \n dist_char 2 ... \n... ... \nsingular baseline tag 1 ... \n 1-2 ... \n 1-2-3 ... \n word 1 ... \n 1-2 ... \n\ntarget age \\\ntweetLen 100 \n# Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.017371 \n 2-3 0.045819 \n 2-3-4 0.020676 \n 2-3-4-5 -0.032071 \n dist_char 2 0.032844 \n... ... \nsingular baseline tag 1 -0.052828 \n 1-2 0.049368 \n 1-2-3 0.002219 \n word 1 -0.006523 \n 1-2 0.000597 \n\ntarget gender \\\ntweetLen 500 \n# Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.136993 \n 2-3 0.113376 \n 2-3-4 -0.005042 \n 2-3-4-5 0.054982 \n dist_char 2 0.026470 \n... ... \nsingular baseline tag 1 -0.008557 \n 1-2 0.132701 \n 1-2-3 0.057714 \n word 1 0.028155 \n 1-2 0.025200 \n\ntarget \\\ntweetLen 250 \n# Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.194533 \n 2-3 0.196929 \n 2-3-4 0.170263 \n 2-3-4-5 0.084400 \n dist_char 2 0.025105 \n... ... \nsingular baseline tag 1 0.027320 \n 1-2 0.079936 \n 1-2-3 -0.000031 \n word 1 -0.016220 \n 1-2 0.048501 \n\ntarget \\\ntweetLen 100 \n# Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.288756 \n 2-3 0.048504 \n 2-3-4 0.047140 \n 2-3-4-5 -0.006098 \n dist_char 2 -0.028486 \n... ... \nsingular baseline tag 1 -0.029294 \n 1-2 0.173908 \n 1-2-3 -0.019950 \n word 1 0.077121 \n 1-2 -0.030074 \n\ntarget \\\ntweetLen 250 \n# Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.093845 \n 2-3 0.145157 \n 2-3-4 0.010895 \n 2-3-4-5 0.017548 \n dist_char 2 0.085429 \n... ... \nsingular baseline tag 1 0.203978 \n 1-2 -0.104392 \n 1-2-3 0.003267 \n word 1 0.023986 \n 1-2 0.013636 \n\ntarget \\\ntweetLen 100 \n# Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 -0.025917 \n 2-3 0.007511 \n 2-3-4 0.094241 \n 2-3-4-5 -0.018271 \n dist_char 2 -0.062807 \n... ... \nsingular baseline tag 1 0.051619 \n 1-2 -0.123443 \n 1-2-3 0.019267 \n word 1 0.032958 \n 1-2 0.005569 \n\ntarget \\\ntweetLen 500 \n# Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.265406 \n 2-3 0.104863 \n 2-3-4 0.061039 \n 2-3-4-5 0.064423 \n dist_char 2 0.046563 \n... ... \nsingular baseline tag 1 -0.146045 \n 1-2 -0.027975 \n 1-2-3 -0.014083 \n word 1 -0.011463 \n 1-2 0.017931 \n\ntarget \\\ntweetLen 250 \n# Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.258740 \n 2-3 0.111348 \n 2-3-4 0.090751 \n 2-3-4-5 0.067456 \n dist_char 2 0.060031 \n... ... \nsingular baseline tag 1 0.043825 \n 1-2 -0.008411 \n 1-2-3 -0.028449 \n word 1 0.025321 \n 1-2 -0.007934 \n\ntarget \\\ntweetLen 500 \n# Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.283375 \n 2-3 0.187528 \n 2-3-4 0.035410 \n 2-3-4-5 0.070322 \n dist_char 2 0.088929 \n... ... \nsingular baseline tag 1 0.004342 \n 1-2 0.109083 \n 1-2-3 0.121241 \n word 1 0.052303 \n 1-2 -0.008001 \n\ntarget \ntweetLen 100 \n# Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 -0.078502 \n 2-3 0.061935 \n 2-3-4 -0.026524 \n 2-3-4-5 0.066062 \n dist_char 2 0.049725 \n... ... \nsingular baseline tag 1 -0.096762 \n 1-2 0.040120 \n 1-2-3 0.040217 \n word 1 0.016749 \n 1-2 0.028786 \n\n[108 rows x 36 columns]", - "text/html": "
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targetagegender...agegender
tweetLen500250100500100250500100500...100500250100250100500250500100
# Authors150150150500500500100010001000150...1000150150150500500500100010001000
ScoreAverage Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)...Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)
setmodeltypefeaturetypessubgrams
dist-char-word-lemmacumulateddist20.1872450.0415800.0348110.0083490.0098550.0072150.0153210.019163-0.0140530.085755...0.0173710.1369930.1945330.2887560.093845-0.0259170.2654060.2587400.283375-0.078502
2-30.114232-0.022333-0.0051090.027542-0.006344-0.0132040.0086440.0477820.0125950.153513...0.0458190.1133760.1969290.0485040.1451570.0075110.1048630.1113480.1875280.061935
2-3-40.0268440.002778-0.0033340.0501730.0245250.0257580.0279000.0099390.0019730.118509...0.020676-0.0050420.1702630.0471400.0108950.0942410.0610390.0907510.035410-0.026524
2-3-4-50.0219290.0040390.0213380.037073-0.0097180.027035-0.0079130.015407-0.0200330.090370...-0.0320710.0549820.084400-0.0060980.017548-0.0182710.0644230.0674560.0703220.066062
dist_char20.1365810.0619840.0013020.0243540.0076990.0121890.0181370.0047900.0047270.091084...0.0328440.0264700.025105-0.0284860.085429-0.0628070.0465630.0600310.0889290.049725
...........................................................................
singularbaselinetag10.088622-0.0185480.1133890.071146-0.0600310.0452590.025578-0.067977-0.052828-0.008557...-0.052828-0.0085570.027320-0.0292940.2039780.051619-0.1460450.0438250.004342-0.096762
1-20.0177990.0451900.064695-0.0109180.0693710.0474060.0464000.0440560.0347120.154573...0.0493680.1327010.0799360.173908-0.104392-0.123443-0.027975-0.0084110.1090830.040120
1-2-30.0825130.0400290.0339450.0386330.0369580.0098890.0017140.0474000.0003290.051351...0.0022190.057714-0.000031-0.0199500.0032670.019267-0.014083-0.0284490.1212410.040217
word1-0.058514-0.1183800.0265800.0427610.027012-0.002993-0.0089360.0150790.004566-0.030364...-0.0065230.028155-0.0162200.0771210.0239860.032958-0.0114630.0253210.0523030.016749
1-2-0.011166-0.068614-0.0108720.0013160.0032120.014187-0.0035470.011849-0.000954-0.000287...0.0005970.0252000.048501-0.0300740.0136360.0055690.017931-0.007934-0.0080010.028786
\n

108 rows × 36 columns

\n
" + "text/plain": "target age \\\ntweetLen 500 \nNo. of Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.187245 \n 2-3 0.114232 \n 2-3-4 0.026844 \n 2-3-4-5 0.021929 \n dist_char 2 0.136581 \n... ... \nsingular baseline tag 1 0.088622 \n 1-2 0.017799 \n 1-2-3 0.082513 \n word 1 -0.058514 \n 1-2 -0.011166 \n\ntarget \\\ntweetLen 250 \nNo. of Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.041580 \n 2-3 -0.022333 \n 2-3-4 0.002778 \n 2-3-4-5 0.004039 \n dist_char 2 0.061984 \n... ... \nsingular baseline tag 1 -0.018548 \n 1-2 0.045190 \n 1-2-3 0.040029 \n word 1 -0.118380 \n 1-2 -0.068614 \n\ntarget \\\ntweetLen 100 \nNo. of Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.034811 \n 2-3 -0.005109 \n 2-3-4 -0.003334 \n 2-3-4-5 0.021338 \n dist_char 2 0.001302 \n... ... \nsingular baseline tag 1 0.113389 \n 1-2 0.064695 \n 1-2-3 0.033945 \n word 1 0.026580 \n 1-2 -0.010872 \n\ntarget \\\ntweetLen 500 \nNo. of Authors 500 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.008349 \n 2-3 0.027542 \n 2-3-4 0.050173 \n 2-3-4-5 0.037073 \n dist_char 2 0.024354 \n... ... \nsingular baseline tag 1 0.071146 \n 1-2 -0.010918 \n 1-2-3 0.038633 \n word 1 0.042761 \n 1-2 0.001316 \n\ntarget \\\ntweetLen 100 \nNo. of Authors 500 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.009855 \n 2-3 -0.006344 \n 2-3-4 0.024525 \n 2-3-4-5 -0.009718 \n dist_char 2 0.007699 \n... ... \nsingular baseline tag 1 -0.060031 \n 1-2 0.069371 \n 1-2-3 0.036958 \n word 1 0.027012 \n 1-2 0.003212 \n\ntarget \\\ntweetLen 250 \nNo. of Authors 500 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.007215 \n 2-3 -0.013204 \n 2-3-4 0.025758 \n 2-3-4-5 0.027035 \n dist_char 2 0.012189 \n... ... \nsingular baseline tag 1 0.045259 \n 1-2 0.047406 \n 1-2-3 0.009889 \n word 1 -0.002993 \n 1-2 0.014187 \n\ntarget \\\ntweetLen \nNo. of Authors 1000 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.015321 \n 2-3 0.008644 \n 2-3-4 0.027900 \n 2-3-4-5 -0.007913 \n dist_char 2 0.018137 \n... ... \nsingular baseline tag 1 0.025578 \n 1-2 0.046400 \n 1-2-3 0.001714 \n word 1 -0.008936 \n 1-2 -0.003547 \n\ntarget \\\ntweetLen 500 \nNo. of Authors 1000 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.019163 \n 2-3 0.047782 \n 2-3-4 0.009939 \n 2-3-4-5 0.015407 \n dist_char 2 0.004790 \n... ... \nsingular baseline tag 1 -0.067977 \n 1-2 0.044056 \n 1-2-3 0.047400 \n word 1 0.015079 \n 1-2 0.011849 \n\ntarget \\\ntweetLen 100 \nNo. of Authors 1000 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 -0.014053 \n 2-3 0.012595 \n 2-3-4 0.001973 \n 2-3-4-5 -0.020033 \n dist_char 2 0.004727 \n... ... \nsingular baseline tag 1 -0.052828 \n 1-2 0.034712 \n 1-2-3 0.000329 \n word 1 0.004566 \n 1-2 -0.000954 \n\ntarget gender \\\ntweetLen 500 \nNo. of Authors 150 \nScore Average Spearman's Rho (ext.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.085755 \n 2-3 0.153513 \n 2-3-4 0.118509 \n 2-3-4-5 0.090370 \n dist_char 2 0.091084 \n... ... \nsingular baseline tag 1 -0.008557 \n 1-2 0.154573 \n 1-2-3 0.051351 \n word 1 -0.030364 \n 1-2 -0.000287 \n\ntarget ... \\\ntweetLen ... \nNo. of Authors ... \nScore ... \nset modeltype featuretypes subgrams ... \ndist-char-word-lemma cumulated dist 2 ... \n 2-3 ... \n 2-3-4 ... \n 2-3-4-5 ... \n dist_char 2 ... \n... ... \nsingular baseline tag 1 ... \n 1-2 ... \n 1-2-3 ... \n word 1 ... \n 1-2 ... \n\ntarget age \\\ntweetLen 100 \nNo. of Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.017371 \n 2-3 0.045819 \n 2-3-4 0.020676 \n 2-3-4-5 -0.032071 \n dist_char 2 0.032844 \n... ... \nsingular baseline tag 1 -0.052828 \n 1-2 0.049368 \n 1-2-3 0.002219 \n word 1 -0.006523 \n 1-2 0.000597 \n\ntarget gender \\\ntweetLen 500 \nNo. of Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.136993 \n 2-3 0.113376 \n 2-3-4 -0.005042 \n 2-3-4-5 0.054982 \n dist_char 2 0.026470 \n... ... \nsingular baseline tag 1 -0.008557 \n 1-2 0.132701 \n 1-2-3 0.057714 \n word 1 0.028155 \n 1-2 0.025200 \n\ntarget \\\ntweetLen 250 \nNo. of Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.194533 \n 2-3 0.196929 \n 2-3-4 0.170263 \n 2-3-4-5 0.084400 \n dist_char 2 0.025105 \n... ... \nsingular baseline tag 1 0.027320 \n 1-2 0.079936 \n 1-2-3 -0.000031 \n word 1 -0.016220 \n 1-2 0.048501 \n\ntarget \\\ntweetLen 100 \nNo. of Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.288756 \n 2-3 0.048504 \n 2-3-4 0.047140 \n 2-3-4-5 -0.006098 \n dist_char 2 -0.028486 \n... ... \nsingular baseline tag 1 -0.029294 \n 1-2 0.173908 \n 1-2-3 -0.019950 \n word 1 0.077121 \n 1-2 -0.030074 \n\ntarget \\\ntweetLen 250 \nNo. of Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.093845 \n 2-3 0.145157 \n 2-3-4 0.010895 \n 2-3-4-5 0.017548 \n dist_char 2 0.085429 \n... ... \nsingular baseline tag 1 0.203978 \n 1-2 -0.104392 \n 1-2-3 0.003267 \n word 1 0.023986 \n 1-2 0.013636 \n\ntarget \\\ntweetLen 100 \nNo. of Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 -0.025917 \n 2-3 0.007511 \n 2-3-4 0.094241 \n 2-3-4-5 -0.018271 \n dist_char 2 -0.062807 \n... ... \nsingular baseline tag 1 0.051619 \n 1-2 -0.123443 \n 1-2-3 0.019267 \n word 1 0.032958 \n 1-2 0.005569 \n\ntarget \\\ntweetLen 500 \nNo. of Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.265406 \n 2-3 0.104863 \n 2-3-4 0.061039 \n 2-3-4-5 0.064423 \n dist_char 2 0.046563 \n... ... \nsingular baseline tag 1 -0.146045 \n 1-2 -0.027975 \n 1-2-3 -0.014083 \n word 1 -0.011463 \n 1-2 0.017931 \n\ntarget \\\ntweetLen 250 \nNo. of Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.258740 \n 2-3 0.111348 \n 2-3-4 0.090751 \n 2-3-4-5 0.067456 \n dist_char 2 0.060031 \n... ... \nsingular baseline tag 1 0.043825 \n 1-2 -0.008411 \n 1-2-3 -0.028449 \n word 1 0.025321 \n 1-2 -0.007934 \n\ntarget \\\ntweetLen 500 \nNo. of Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 0.283375 \n 2-3 0.187528 \n 2-3-4 0.035410 \n 2-3-4-5 0.070322 \n dist_char 2 0.088929 \n... ... \nsingular baseline tag 1 0.004342 \n 1-2 0.109083 \n 1-2-3 0.121241 \n word 1 0.052303 \n 1-2 -0.008001 \n\ntarget \ntweetLen 100 \nNo. of Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist 2 -0.078502 \n 2-3 0.061935 \n 2-3-4 -0.026524 \n 2-3-4-5 0.066062 \n dist_char 2 0.049725 \n... ... \nsingular baseline tag 1 -0.096762 \n 1-2 0.040120 \n 1-2-3 0.040217 \n word 1 0.016749 \n 1-2 0.028786 \n\n[108 rows x 36 columns]", + "text/html": "
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targetagegender...agegender
tweetLen500250100500100250500100500...100500250100250100500250500100
No. of Authors150150150500500500100010001000150...1000150150150500500500100010001000
ScoreAverage Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)Average Spearman's Rho (ext.)...Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)Average Spearman's Rho (red.)
setmodeltypefeaturetypessubgrams
dist-char-word-lemmacumulateddist20.1872450.0415800.0348110.0083490.0098550.0072150.0153210.019163-0.0140530.085755...0.0173710.1369930.1945330.2887560.093845-0.0259170.2654060.2587400.283375-0.078502
2-30.114232-0.022333-0.0051090.027542-0.006344-0.0132040.0086440.0477820.0125950.153513...0.0458190.1133760.1969290.0485040.1451570.0075110.1048630.1113480.1875280.061935
2-3-40.0268440.002778-0.0033340.0501730.0245250.0257580.0279000.0099390.0019730.118509...0.020676-0.0050420.1702630.0471400.0108950.0942410.0610390.0907510.035410-0.026524
2-3-4-50.0219290.0040390.0213380.037073-0.0097180.027035-0.0079130.015407-0.0200330.090370...-0.0320710.0549820.084400-0.0060980.017548-0.0182710.0644230.0674560.0703220.066062
dist_char20.1365810.0619840.0013020.0243540.0076990.0121890.0181370.0047900.0047270.091084...0.0328440.0264700.025105-0.0284860.085429-0.0628070.0465630.0600310.0889290.049725
...........................................................................
singularbaselinetag10.088622-0.0185480.1133890.071146-0.0600310.0452590.025578-0.067977-0.052828-0.008557...-0.052828-0.0085570.027320-0.0292940.2039780.051619-0.1460450.0438250.004342-0.096762
1-20.0177990.0451900.064695-0.0109180.0693710.0474060.0464000.0440560.0347120.154573...0.0493680.1327010.0799360.173908-0.104392-0.123443-0.027975-0.0084110.1090830.040120
1-2-30.0825130.0400290.0339450.0386330.0369580.0098890.0017140.0474000.0003290.051351...0.0022190.057714-0.000031-0.0199500.0032670.019267-0.014083-0.0284490.1212410.040217
word1-0.058514-0.1183800.0265800.0427610.027012-0.002993-0.0089360.0150790.004566-0.030364...-0.0065230.028155-0.0162200.0771210.0239860.032958-0.0114630.0253210.0523030.016749
1-2-0.011166-0.068614-0.0108720.0013160.0032120.014187-0.0035470.011849-0.000954-0.000287...0.0005970.0252000.048501-0.0300740.0136360.0055690.017931-0.007934-0.0080010.028786
\n

108 rows × 36 columns

\n
" }, - "execution_count": 37, + "execution_count": 86, "metadata": {}, "output_type": "execute_result" } @@ -425,8 +735,9 @@ "df.head()\n", "ranks = df['rank']\n", "df = df.drop(['rank', 'name'], axis=1)\n", - "#sub.columns = pd.MultiIndex.from_product([sub['tweetLen'], sub['# Authors'], sub['Type']])\n", - "piv = df.pivot(index=['set','modeltype','featuretypes', 'subgrams'], columns=['target','tweetLen', '# Authors', 'Score'], values='result')\n", + "#sub.columns = pd.MultiIndex.from_product([sub['tweetLen'], sub['No. of Authors'], sub['Type']])\n", + "piv = df.pivot(index=['set','modeltype','featuretypes', 'subgrams'],\n", + " columns=['target','tweetLen', 'No. of Authors', 'Score'], values='result')\n", "piv" ], "metadata": { @@ -438,13 +749,13 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 87, "outputs": [ { "data": { "text/plain": "['dist-char-word-lemma', 'ordered-full', 'singular']" }, - "execution_count": 38, + "execution_count": 87, "metadata": {}, "output_type": "execute_result" } @@ -471,7 +782,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 88, "outputs": [], "source": [ "def rep(x):\n", @@ -505,19 +816,21 @@ " mod = 'feature-wise'\n", " l1 = 'baseline'\n", " if 'ordered-full' in st:\n", - " featureset = 'ordered, full Featureset'\n", + " featureset = 'ordered, full feature set'\n", " l2 = 'full'\n", " elif 'singular' in st:\n", - " featureset = 'individual Featuretypes'\n", + " featureset = 'individual feature types'\n", " l2 = 'individual'\n", " tmp = tmp.drop(labels=('polarity'), level=0, axis=0)\n", " elif 'dist-char' in st:\n", - " featureset = r'reduced Featureset (DIST, CHAR, LEMMA, WORD)'\n", + " featureset = r'reduced feature set (DIST, CHAR, LEMMA, WORD)'\n", " l2='dwald'\n", " if key == 'acc':\n", " sc = 'Accuracy and F1-scores'\n", + " elif key == 'f1_dist':\n", + " sc = 'F1-scores & stability of feature importance'\n", " else:\n", - " sc = 'Average Distortion of Features'\n", + " sc = 'Stability of feature importance'\n", " tmp.index = tmp.index.set_levels([el.upper() for el in tmp.index.levels[0]], level=0)\n", " os.makedirs(os.path.join(savedir, target, 'latex'), exist_ok=True)\n", " os.makedirs(os.path.join(savedir, target, 'html'), exist_ok=True)\n", @@ -529,20 +842,32 @@ " tmp.to_html(w, sparsify=True)\n", " with open(file_t, 'w') as w:\n", " table = tmp.to_latex(sparsify=True, multirow=True, multicolumn=True,\n", - " #caption='''{} for the prediction of {} on a minimal tweet length of {} chars using a {}\n", - " #model on the {}'''.format(sc, target, tweetLen, mod, featureset),\n", - " label='tab:{}_{}_{}_{}_{}'.format(target, key, tweetLen, l1,l2),\n", + " caption='''{} for the prediction of {} on a minimal input instance\n", + " length of {} characters using a {} model on the {}'''.format(sc, target, tweetLen, mod, featureset),\n", + " label='tab:{}_{}_{}_{}_{}'.format(target[0].upper()+target[1:], key, tweetLen, l1,l2),\n", " float_format=\"%.4f\")\n", " #table = re.sub(r'{table}', '{sidewaystable}', table)\n", - "\n", + " table = re.sub(r'begin{table}', 'begin{table}[!ht]', table)\n", + " #table = re.sub(r'\\\\begin\\{table}', '', table)\n", + " #table = re.sub(r'\\\\end\\{table}', '', table)\n", " table = re.sub(\"Average Spearman's Rho \\(ext.\\)\",\n", - " r\"\\\\thead{Average Spearman's \\\\\\\\ Rho (ext.)}\", table)\n", + " r\"\\\\thead{Avg. \\\\\\\\ Spearman's $\\\\rho$ (ext.)}\", table)\n", " table = re.sub(\"Average Spearman's Rho \\(red.\\)\",\n", - " r\"\\\\thead{Average Spearman's \\\\\\\\ Rho (red.)}\", table)\n", + " r\"\\\\thead{Avg. \\\\\\\\ Spearman's $\\\\rho$ (red.)}\", table)\n", + " table = re.sub('& target &', '& Target &', table)\n", + " table = re.sub('feature types &', 'Feature types &', table)\n", + " table = re.sub('featuretypes &', 'Feature types &', table)\n", + " table = re.sub('& subgrams &', '& N-gram ranges &', table)\n", + " table = re.sub('& tweetLen &', r'& Min. No. of Characters &', table)\n", + " table = re.sub('& f1-score', '& F1-score', table)\n", + " table = re.sub('& accuracy', '& Accuracy', table)\n", + " table = re.sub(r'\\{age}', '{Age}', table)\n", + " table = re.sub(r'\\{gender}', '{Gender}', table)\n", " table = re.sub(pat,rep, table)\n", " table = re.sub(r\"\\\\begin\\{tabular\", r\"\\\\begin{adjustbox}{max width=\\\\textwidth}\\n\\\\begin{tabular\", table)\n", " table = re.sub(r\"\\\\end\\{tabular}\", r\"\\n\\\\end{tabular}\\\\end{adjustbox}\", table)\n", - " #print(table)\n", + " table = re.sub(r\"0\\.0000\", '--', table)\n", + " #print(table)\n", " w.write(table)" ], "metadata": { @@ -554,14 +879,14 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 89, "outputs": [ { "data": { - "text/plain": "target age \\\ntweetLen 250 500 \n# Authors 50 50 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.677175 0.726180 \n 2-3 0.762708 0.819234 \n 2-3-4 0.753421 0.832146 \n 2-3-4-5 0.738025 0.823241 \n dist_char_asis 2 0.774927 0.850846 \n... ... ... \nsingular baseline tag 1 0.345308 0.408281 \n 1-2 0.507087 0.547640 \n 1-2-3 0.522483 0.587711 \n word 1 0.499756 0.628228 \n 1-2 0.509286 0.643811 \n\ntarget \\\ntweetLen 250 100 \n# Authors 150 50 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.577151 0.598279 \n 2-3 0.668444 0.690742 \n 2-3-4 0.670665 0.703102 \n 2-3-4-5 0.684733 0.680441 \n dist_char_asis 2 0.699319 0.716069 \n... ... ... \nsingular baseline tag 1 0.286687 0.263936 \n 1-2 0.371761 0.419535 \n 1-2-3 0.394713 0.448255 \n word 1 0.408485 0.419292 \n 1-2 0.423590 0.427412 \n\ntarget \\\ntweetLen 500 \n# Authors 150 1000 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.488672 0.446504 \n 2-3 0.559526 0.519917 \n 2-3-4 0.574910 0.543726 \n 2-3-4-5 0.537784 0.545106 \n dist_char_asis 2 0.582840 0.556557 \n... ... ... \nsingular baseline tag 1 0.215523 0.229119 \n 1-2 0.297047 0.299792 \n 1-2-3 0.342469 0.340174 \n word 1 0.300994 0.352343 \n 1-2 0.316853 0.355102 \n\ntarget \\\ntweetLen 250 500 \n# Authors 500 500 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.454316 0.513337 \n 2-3 0.523891 0.593752 \n 2-3-4 0.547140 0.615124 \n 2-3-4-5 0.545427 0.618594 \n dist_char_asis 2 0.560691 0.620310 \n... ... ... \nsingular baseline tag 1 0.219258 0.230052 \n 1-2 0.293479 0.331799 \n 1-2-3 0.338564 0.387528 \n word 1 0.301100 0.399306 \n 1-2 0.341047 0.416777 \n\ntarget \\\ntweetLen 100 \n# Authors 150 500 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.635018 0.373908 \n 2-3 0.734175 0.442379 \n 2-3-4 0.762293 0.452307 \n 2-3-4-5 0.759033 0.462428 \n dist_char_asis 2 0.772480 0.467655 \n... ... ... \nsingular baseline tag 1 0.331568 0.234941 \n 1-2 0.449199 0.274312 \n 1-2-3 0.485602 0.253952 \n word 1 0.543331 0.244099 \n 1-2 0.552431 0.256887 \n\ntarget ... gender \\\ntweetLen ... 250 \n# Authors ... 50 \nScore ... f1-score \nset modeltype featuretypes subgrams ... \ndist-char-word-lemma cumulated dist_char 2 ... 0.784084 \n 2-3 ... 0.824736 \n 2-3-4 ... 0.830936 \n 2-3-4-5 ... 0.831464 \n dist_char_asis 2 ... 0.843374 \n... ... ... \nsingular baseline tag 1 ... 0.626742 \n 1-2 ... 0.661869 \n 1-2-3 ... 0.676937 \n word 1 ... 0.696058 \n 1-2 ... 0.700032 \n\ntarget \\\ntweetLen 500 250 \n# Authors 150 150 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.786840 0.749260 \n 2-3 0.839235 0.773833 \n 2-3-4 0.849448 0.785765 \n 2-3-4-5 0.858279 0.792721 \n dist_char_asis 2 0.862321 0.800185 \n... ... ... \nsingular baseline tag 1 0.569969 0.585281 \n 1-2 0.670376 0.630576 \n 1-2-3 0.682818 0.654571 \n word 1 0.740779 0.686946 \n 1-2 0.753451 0.691202 \n\ntarget \\\ntweetLen 100 250 \n# Authors 150 500 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.694655 0.673562 \n 2-3 0.732961 0.721850 \n 2-3-4 0.736983 0.730540 \n 2-3-4-5 0.734179 0.727924 \n dist_char_asis 2 0.745258 0.741822 \n... ... ... \nsingular baseline tag 1 0.573962 0.564753 \n 1-2 0.611240 0.603915 \n 1-2-3 0.621303 0.613924 \n word 1 0.626975 0.635154 \n 1-2 0.629456 0.639614 \n\ntarget \\\ntweetLen 500 \n# Authors 500 1000 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.705783 0.676926 \n 2-3 0.769621 0.731095 \n 2-3-4 0.785189 0.739204 \n 2-3-4-5 0.764951 0.742888 \n dist_char_asis 2 0.744117 0.749447 \n... ... ... \nsingular baseline tag 1 0.589206 0.577137 \n 1-2 0.626504 0.613985 \n 1-2-3 0.623024 0.627792 \n word 1 0.694029 0.678234 \n 1-2 0.698088 0.683637 \n\ntarget \\\ntweetLen 100 250 \n# Authors 500 1000 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.627626 0.651106 \n 2-3 0.664470 0.691603 \n 2-3-4 0.671122 0.700129 \n 2-3-4-5 0.671008 0.699478 \n dist_char_asis 2 0.677461 0.708362 \n... ... ... \nsingular baseline tag 1 0.549581 0.564286 \n 1-2 0.574319 0.582854 \n 1-2-3 0.581983 0.601986 \n word 1 0.583415 0.629157 \n 1-2 0.590147 0.629844 \n\ntarget \ntweetLen 100 \n# Authors 1000 \nScore f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.596627 \n 2-3 0.630147 \n 2-3-4 0.631162 \n 2-3-4-5 0.630545 \n dist_char_asis 2 0.633999 \n... ... \nsingular baseline tag 1 0.549799 \n 1-2 0.569978 \n 1-2-3 0.577939 \n word 1 0.575988 \n 1-2 0.580928 \n\n[100 rows x 48 columns]", - "text/html": "
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targetage...gender
tweetLen250500250100500250500100...250500250100250500100250100
# Authors5050150501501000500500150500...50150150150500500100050010001000
Scoreaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracy...f1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-score
setmodeltypefeaturetypessubgrams
dist-char-word-lemmacumulateddist_char20.6771750.7261800.5771510.5982790.4886720.4465040.4543160.5133370.6350180.373908...0.7840840.7868400.7492600.6946550.6735620.7057830.6769260.6276260.6511060.596627
2-30.7627080.8192340.6684440.6907420.5595260.5199170.5238910.5937520.7341750.442379...0.8247360.8392350.7738330.7329610.7218500.7696210.7310950.6644700.6916030.630147
2-3-40.7534210.8321460.6706650.7031020.5749100.5437260.5471400.6151240.7622930.452307...0.8309360.8494480.7857650.7369830.7305400.7851890.7392040.6711220.7001290.631162
2-3-4-50.7380250.8232410.6847330.6804410.5377840.5451060.5454270.6185940.7590330.462428...0.8314640.8582790.7927210.7341790.7279240.7649510.7428880.6710080.6994780.630545
dist_char_asis20.7749270.8508460.6993190.7160690.5828400.5565570.5606910.6203100.7724800.467655...0.8433740.8623210.8001850.7452580.7418220.7441170.7494470.6774610.7083620.633999
...........................................................................
singularbaselinetag10.3453080.4082810.2866870.2639360.2155230.2291190.2192580.2300520.3315680.234941...0.6267420.5699690.5852810.5739620.5647530.5892060.5771370.5495810.5642860.549799
1-20.5070870.5476400.3717610.4195350.2970470.2997920.2934790.3317990.4491990.274312...0.6618690.6703760.6305760.6112400.6039150.6265040.6139850.5743190.5828540.569978
1-2-30.5224830.5877110.3947130.4482550.3424690.3401740.3385640.3875280.4856020.253952...0.6769370.6828180.6545710.6213030.6139240.6230240.6277920.5819830.6019860.577939
word10.4997560.6282280.4084850.4192920.3009940.3523430.3011000.3993060.5433310.244099...0.6960580.7407790.6869460.6269750.6351540.6940290.6782340.5834150.6291570.575988
1-20.5092860.6438110.4235900.4274120.3168530.3551020.3410470.4167770.5524310.256887...0.7000320.7534510.6912020.6294560.6396140.6980880.6836370.5901470.6298440.580928
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100 rows × 48 columns

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" + "text/plain": "target age \\\ntweetLen 250 500 \nNo. of Authors 50 50 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.677175 0.726180 \n 2-3 0.762708 0.819234 \n 2-3-4 0.753421 0.832146 \n 2-3-4-5 0.738025 0.823241 \n dist_char_asis 2 0.774927 0.850846 \n... ... ... \nsingular baseline tag 1 0.345308 0.408281 \n 1-2 0.507087 0.547640 \n 1-2-3 0.522483 0.587711 \n word 1 0.499756 0.628228 \n 1-2 0.509286 0.643811 \n\ntarget \\\ntweetLen 250 100 \nNo. of Authors 150 50 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.577151 0.598279 \n 2-3 0.668444 0.690742 \n 2-3-4 0.670665 0.703102 \n 2-3-4-5 0.684733 0.680441 \n dist_char_asis 2 0.699319 0.716069 \n... ... ... \nsingular baseline tag 1 0.286687 0.263936 \n 1-2 0.371761 0.419535 \n 1-2-3 0.394713 0.448255 \n word 1 0.408485 0.419292 \n 1-2 0.423590 0.427412 \n\ntarget \\\ntweetLen 500 \nNo. of Authors 150 1000 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.488672 0.446504 \n 2-3 0.559526 0.519917 \n 2-3-4 0.574910 0.543726 \n 2-3-4-5 0.537784 0.545106 \n dist_char_asis 2 0.582840 0.556557 \n... ... ... \nsingular baseline tag 1 0.215523 0.229119 \n 1-2 0.297047 0.299792 \n 1-2-3 0.342469 0.340174 \n word 1 0.300994 0.352343 \n 1-2 0.316853 0.355102 \n\ntarget \\\ntweetLen 250 500 \nNo. of Authors 500 500 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.454316 0.513337 \n 2-3 0.523891 0.593752 \n 2-3-4 0.547140 0.615124 \n 2-3-4-5 0.545427 0.618594 \n dist_char_asis 2 0.560691 0.620310 \n... ... ... \nsingular baseline tag 1 0.219258 0.230052 \n 1-2 0.293479 0.331799 \n 1-2-3 0.338564 0.387528 \n word 1 0.301100 0.399306 \n 1-2 0.341047 0.416777 \n\ntarget \\\ntweetLen 100 \nNo. of Authors 150 500 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.635018 0.373908 \n 2-3 0.734175 0.442379 \n 2-3-4 0.762293 0.452307 \n 2-3-4-5 0.759033 0.462428 \n dist_char_asis 2 0.772480 0.467655 \n... ... ... \nsingular baseline tag 1 0.331568 0.234941 \n 1-2 0.449199 0.274312 \n 1-2-3 0.485602 0.253952 \n word 1 0.543331 0.244099 \n 1-2 0.552431 0.256887 \n\ntarget ... gender \\\ntweetLen ... 250 \nNo. of Authors ... 50 \nScore ... f1-score \nset modeltype featuretypes subgrams ... \ndist-char-word-lemma cumulated dist_char 2 ... 0.784084 \n 2-3 ... 0.824736 \n 2-3-4 ... 0.830936 \n 2-3-4-5 ... 0.831464 \n dist_char_asis 2 ... 0.843374 \n... ... ... \nsingular baseline tag 1 ... 0.626742 \n 1-2 ... 0.661869 \n 1-2-3 ... 0.676937 \n word 1 ... 0.696058 \n 1-2 ... 0.700032 \n\ntarget \\\ntweetLen 500 250 \nNo. of Authors 150 150 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.786840 0.749260 \n 2-3 0.839235 0.773833 \n 2-3-4 0.849448 0.785765 \n 2-3-4-5 0.858279 0.792721 \n dist_char_asis 2 0.862321 0.800185 \n... ... ... \nsingular baseline tag 1 0.569969 0.585281 \n 1-2 0.670376 0.630576 \n 1-2-3 0.682818 0.654571 \n word 1 0.740779 0.686946 \n 1-2 0.753451 0.691202 \n\ntarget \\\ntweetLen 100 250 \nNo. of Authors 150 500 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.694655 0.673562 \n 2-3 0.732961 0.721850 \n 2-3-4 0.736983 0.730540 \n 2-3-4-5 0.734179 0.727924 \n dist_char_asis 2 0.745258 0.741822 \n... ... ... \nsingular baseline tag 1 0.573962 0.564753 \n 1-2 0.611240 0.603915 \n 1-2-3 0.621303 0.613924 \n word 1 0.626975 0.635154 \n 1-2 0.629456 0.639614 \n\ntarget \\\ntweetLen 500 \nNo. of Authors 500 1000 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.705783 0.676926 \n 2-3 0.769621 0.731095 \n 2-3-4 0.785189 0.739204 \n 2-3-4-5 0.764951 0.742888 \n dist_char_asis 2 0.744117 0.749447 \n... ... ... \nsingular baseline tag 1 0.589206 0.577137 \n 1-2 0.626504 0.613985 \n 1-2-3 0.623024 0.627792 \n word 1 0.694029 0.678234 \n 1-2 0.698088 0.683637 \n\ntarget \\\ntweetLen 100 250 \nNo. of Authors 500 1000 \nScore f1-score f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.627626 0.651106 \n 2-3 0.664470 0.691603 \n 2-3-4 0.671122 0.700129 \n 2-3-4-5 0.671008 0.699478 \n dist_char_asis 2 0.677461 0.708362 \n... ... ... \nsingular baseline tag 1 0.549581 0.564286 \n 1-2 0.574319 0.582854 \n 1-2-3 0.581983 0.601986 \n word 1 0.583415 0.629157 \n 1-2 0.590147 0.629844 \n\ntarget \ntweetLen 100 \nNo. of Authors 1000 \nScore f1-score \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.596627 \n 2-3 0.630147 \n 2-3-4 0.631162 \n 2-3-4-5 0.630545 \n dist_char_asis 2 0.633999 \n... ... \nsingular baseline tag 1 0.549799 \n 1-2 0.569978 \n 1-2-3 0.577939 \n word 1 0.575988 \n 1-2 0.580928 \n\n[100 rows x 48 columns]", + "text/html": "
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targetage...gender
tweetLen250500250100500250500100...250500250100250500100250100
No. of Authors5050150501501000500500150500...50150150150500500100050010001000
Scoreaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracyaccuracy...f1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-scoref1-score
setmodeltypefeaturetypessubgrams
dist-char-word-lemmacumulateddist_char20.6771750.7261800.5771510.5982790.4886720.4465040.4543160.5133370.6350180.373908...0.7840840.7868400.7492600.6946550.6735620.7057830.6769260.6276260.6511060.596627
2-30.7627080.8192340.6684440.6907420.5595260.5199170.5238910.5937520.7341750.442379...0.8247360.8392350.7738330.7329610.7218500.7696210.7310950.6644700.6916030.630147
2-3-40.7534210.8321460.6706650.7031020.5749100.5437260.5471400.6151240.7622930.452307...0.8309360.8494480.7857650.7369830.7305400.7851890.7392040.6711220.7001290.631162
2-3-4-50.7380250.8232410.6847330.6804410.5377840.5451060.5454270.6185940.7590330.462428...0.8314640.8582790.7927210.7341790.7279240.7649510.7428880.6710080.6994780.630545
dist_char_asis20.7749270.8508460.6993190.7160690.5828400.5565570.5606910.6203100.7724800.467655...0.8433740.8623210.8001850.7452580.7418220.7441170.7494470.6774610.7083620.633999
...........................................................................
singularbaselinetag10.3453080.4082810.2866870.2639360.2155230.2291190.2192580.2300520.3315680.234941...0.6267420.5699690.5852810.5739620.5647530.5892060.5771370.5495810.5642860.549799
1-20.5070870.5476400.3717610.4195350.2970470.2997920.2934790.3317990.4491990.274312...0.6618690.6703760.6305760.6112400.6039150.6265040.6139850.5743190.5828540.569978
1-2-30.5224830.5877110.3947130.4482550.3424690.3401740.3385640.3875280.4856020.253952...0.6769370.6828180.6545710.6213030.6139240.6230240.6277920.5819830.6019860.577939
word10.4997560.6282280.4084850.4192920.3009940.3523430.3011000.3993060.5433310.244099...0.6960580.7407790.6869460.6269750.6351540.6940290.6782340.5834150.6291570.575988
1-20.5092860.6438110.4235900.4274120.3168530.3551020.3410470.4167770.5524310.256887...0.7000320.7534510.6912020.6294560.6396140.6980880.6836370.5901470.6298440.580928
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" }, - "execution_count": 40, + "execution_count": 89, "metadata": {}, "output_type": "execute_result" } @@ -575,8 +900,8 @@ "df.head()\n", "ranks = df['rank']\n", "df = df.drop(['rank', 'name'], axis=1)\n", - "#sub.columns = pd.MultiIndex.from_product([sub['tweetLen'], sub['# Authors'], sub['Type']])\n", - "piv = df.pivot(index=['set','modeltype','featuretypes', 'subgrams'], columns=['target','tweetLen', '# Authors', 'Score'], values='result')\n", + "#sub.columns = pd.MultiIndex.from_product([sub['tweetLen'], sub['No. of Authors'], sub['Type']])\n", + "piv = df.pivot(index=['set','modeltype','featuretypes', 'subgrams'], columns=['target','tweetLen', 'No. of Authors', 'Score'], values='result')\n", "piv" ], "metadata": { @@ -588,13 +913,13 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 90, "outputs": [ { "data": { "text/plain": "['dist-char-word-lemma', 'ordered-full', 'singular']" }, - "execution_count": 41, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } @@ -620,7 +945,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 91, "outputs": [], "source": [ "savedir = os.path.join(*ml_utils.split_path_unix_win('../../tex/tables'))\n", @@ -651,19 +976,21 @@ " mod = 'feature-wise'\n", " l1 = 'baseline'\n", " if 'ordered-full' in st:\n", - " featureset = 'ordered, full Featureset'\n", + " featureset = 'ordered, full feature set'\n", " l2 = 'full'\n", " elif 'singular' in st:\n", - " featureset = 'individual Featuretypes'\n", + " featureset = 'individual feature types'\n", " l2 = 'individual'\n", " tmp = tmp.drop(labels=('polarity'), level=0, axis=0)\n", " elif 'dist-char' in st:\n", - " featureset = r'reduced Featureset (DIST, CHAR, LEMMA, WORD)'\n", + " featureset = r'reduced feature set (DIST, CHAR, LEMMA, WORD)'\n", " l2='dwald'\n", " if key == 'acc':\n", " sc = 'Accuracy and F1-scores'\n", + " elif key == 'f1_dist':\n", + " sc = 'F1-scores & stability of feature importance'\n", " else:\n", - " sc = 'Average Distortion of Features'\n", + " sc = 'Stability of feature importance'\n", " tmp.index = tmp.index.set_levels([el.upper() for el in tmp.index.levels[0]], level=0)\n", " os.makedirs(os.path.join(savedir, target, 'latex'), exist_ok=True)\n", " os.makedirs(os.path.join(savedir, target, 'html'), exist_ok=True)\n", @@ -675,18 +1002,32 @@ " tmp.to_html(w, sparsify=True)\n", " with open(file_t, 'w') as w:\n", " table = tmp.to_latex(sparsify=True, multirow=True, multicolumn=True,\n", - " caption='''{} for the prediction of {} on a minimal tweet length of {} chars using a {}\n", - " model on the {}'''.format(sc, target, tweetLen, mod, featureset),\n", - " label='tab:{}_{}_{}_{}_{}'.format(target, key, tweetLen, l1,l2),\n", + " caption=''''{} for the prediction of {} on a minimal input instance\n", + " length of {} characters using a {} model on the {}'''.format(sc, target, tweetLen, mod, featureset),\n", + " label='tab:{}_{}_{}_{}_{}'.format(target[0].upper()+target[1:], key, tweetLen, l1,l2),\n", " float_format=\"%.4f\")\n", "\n", " #table = re.sub(r'{table}', '{sidewaystable}', table)\n", - " #table = re.sub(r\"Average Spearman's Rho (ext.)\",\n", - " # r\"\\\\thread{Average Spearman's \\\\\\\\ Rho (ext.)}\", table)\n", - " #table = re.sub(r\"Average Spearman's Rho (ext.)\",\n", - " # r\"\\\\thread{Average Spearman's \\\\\\\\ Rho (red.)}\", table)\n", + " table = re.sub(r'begin{table}', 'begin{table}[!ht]', table)\n", + " #table = re.sub(r'\\\\begin\\{table}', '', table)\n", + " #table = re.sub(r'\\\\end\\{table}', '', table)\n", + " table = re.sub(\"Average Spearman's Rho \\(ext.\\)\",\n", + " r\"\\\\thead{Avg. \\\\\\\\ Spearman's $\\\\rho$ (ext.)}\", table)\n", + " table = re.sub(\"Average Spearman's Rho \\(red.\\)\",\n", + " r\"\\\\thead{Avg. \\\\\\\\ Spearman's $\\\\rho$ (red.)}\", table)\n", + " table = re.sub('& target &', '& Target &', table)\n", + " table = re.sub('feature types &', 'Feature types &', table)\n", + " table = re.sub('featuretypes &', 'Feature types &', table)\n", + " table = re.sub('& subgrams &', '& N-gram ranges &', table)\n", + " table = re.sub('& tweetLen &', r'& Min. No. of Characters &', table)\n", + " table = re.sub('& f1-score', '& F1-score', table)\n", + " table = re.sub('& accuracy', '& Accuracy', table)\n", + " table = re.sub(r'\\{age}', '{Age}', table)\n", + " table = re.sub(r'\\{gender}', '{Gender}', table)\n", + " table = re.sub(pat,rep, table)\n", " table = re.sub(r\"\\\\begin\\{tabular\", r\"\\\\begin{adjustbox}{max width=\\\\textwidth}\\n\\\\begin{tabular\", table)\n", " table = re.sub(r\"\\\\end\\{tabular}\", r\"\\n\\\\end{tabular}\\\\end{adjustbox}\", table)\n", + " table = re.sub(r\"0\\.0000\", '--', table)\n", " w.write(table)" ], "metadata": { @@ -698,23 +1039,23 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 92, "outputs": [ { "data": { - "text/plain": " featuretypes # Authors subgrams \\\n2395 dist_char_asis_pos_tag_dep_lemma_word_emoticon 1000 1 \n2396 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 1 \n2397 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 1 \n2398 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 1 \n2399 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 1 \n\n modeltype name tweetLen target rank accuracy \\\n2395 cumulated emoticon 1 100 gender 01234567901 0.668297 \n2396 stacked polarity 1 100 gender 0123456791001 0.606557 \n2397 cumulated polarity 1 100 gender 0123456791001 0.667819 \n2398 stacked num 1 100 gender 012345679101101 0.603349 \n2399 cumulated num 1 100 gender 012345679101101 0.652245 \n\n f1-score set set_enum set_feat \\\n2395 0.667832 ordered-full 3 all \n2396 0.572559 ordered-full 3 all \n2397 0.667251 ordered-full 3 all \n2398 0.566807 ordered-full 3 all \n2399 0.648281 ordered-full 3 all \n\n Average Spearman's Rho (ext.) Average Spearman's Rho (red.) \n2395 0.044578 0.034959 \n2396 -0.011659 -0.005499 \n2397 -0.031285 -0.032979 \n2398 -0.028504 -0.022564 \n2399 0.000620 -0.000666 ", - "text/html": "
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featuretypes# AuthorssubgramsmodeltypenametweetLentargetrankaccuracyf1-scoresetset_enumset_featAverage Spearman's Rho (ext.)Average Spearman's Rho (red.)
2395dist_char_asis_pos_tag_dep_lemma_word_emoticon10001cumulatedemoticon 1100gender012345679010.6682970.667832ordered-full3all0.0445780.034959
2396dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001stackedpolarity 1100gender01234567910010.6065570.572559ordered-full3all-0.011659-0.005499
2397dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001cumulatedpolarity 1100gender01234567910010.6678190.667251ordered-full3all-0.031285-0.032979
2398dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001stackednum 1100gender0123456791011010.6033490.566807ordered-full3all-0.028504-0.022564
2399dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001cumulatednum 1100gender0123456791011010.6522450.648281ordered-full3all0.000620-0.000666
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" + "text/plain": " featuretypes No. of Authors \\\n2395 dist_char_asis_pos_tag_dep_lemma_word_emoticon 1000 \n2396 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 \n2397 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 \n2398 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 \n2399 dist_char_asis_pos_tag_dep_lemma_word_emoticon... 1000 \n\n subgrams modeltype name tweetLen target rank \\\n2395 1 cumulated emoticon 1 100 gender 01234567901 \n2396 1 stacked polarity 1 100 gender 0123456791001 \n2397 1 cumulated polarity 1 100 gender 0123456791001 \n2398 1 stacked num 1 100 gender 012345679101101 \n2399 1 cumulated num 1 100 gender 012345679101101 \n\n accuracy f1-score set set_enum set_feat \\\n2395 0.668297 0.667832 ordered-full 3 all \n2396 0.606557 0.572559 ordered-full 3 all \n2397 0.667819 0.667251 ordered-full 3 all \n2398 0.603349 0.566807 ordered-full 3 all \n2399 0.652245 0.648281 ordered-full 3 all \n\n Average Spearman's Rho (ext.) Average Spearman's Rho (red.) \n2395 0.044578 0.034959 \n2396 -0.011659 -0.005499 \n2397 -0.031285 -0.032979 \n2398 -0.028504 -0.022564 \n2399 0.000620 -0.000666 ", + "text/html": "
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featuretypesNo. of AuthorssubgramsmodeltypenametweetLentargetrankaccuracyf1-scoresetset_enumset_featAverage Spearman's Rho (ext.)Average Spearman's Rho (red.)
2395dist_char_asis_pos_tag_dep_lemma_word_emoticon10001cumulatedemoticon 1100gender012345679010.6682970.667832ordered-full3all0.0445780.034959
2396dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001stackedpolarity 1100gender01234567910010.6065570.572559ordered-full3all-0.011659-0.005499
2397dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001cumulatedpolarity 1100gender01234567910010.6678190.667251ordered-full3all-0.031285-0.032979
2398dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001stackednum 1100gender0123456791011010.6033490.566807ordered-full3all-0.028504-0.022564
2399dist_char_asis_pos_tag_dep_lemma_word_emoticon...10001cumulatednum 1100gender0123456791011010.6522450.648281ordered-full3all0.000620-0.000666
\n
" }, - "execution_count": 43, + "execution_count": 92, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#make the combination table in which we only show f1 score and spearman extended\n", - "merger = ['tweetLen','target', 'set','set_enum', 'modeltype', 'featuretypes', 'subgrams', '# Authors']\n", + "merger = ['tweetLen','target', 'set','set_enum', 'modeltype', 'featuretypes', 'subgrams', 'No. of Authors']\n", "df = acc.merge(dist.loc[:, ['tweetLen','target', 'set','set_enum', 'modeltype',\n", - " 'featuretypes', 'subgrams', '# Authors',\"Average Spearman's Rho (ext.)\",\n", + " 'featuretypes', 'subgrams', 'No. of Authors',\"Average Spearman's Rho (ext.)\",\n", " \"Average Spearman's Rho (red.)\" ]], on=merger, how='left')\n", "df.loc[df[\"Average Spearman's Rho (ext.)\"].isna(),[\"Average Spearman's Rho (ext.)\",\"Average Spearman's Rho (red.)\"]] = 0\n", "df.tail()" @@ -728,14 +1069,14 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 93, "outputs": [ { "data": { - "text/plain": "target age \\\ntweetLen 250 500 \n# Authors 50 50 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.677175 0.726180 \n 2-3 0.762708 0.819234 \n 2-3-4 0.753421 0.832146 \n 2-3-4-5 0.738025 0.823241 \n dist_char_asis 2 0.774927 0.850846 \n... ... ... \nsingular baseline tag 1 0.345308 0.408281 \n 1-2 0.507087 0.547640 \n 1-2-3 0.522483 0.587711 \n word 1 0.499756 0.628228 \n 1-2 0.509286 0.643811 \n\ntarget \\\ntweetLen 250 100 \n# Authors 150 50 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.577151 0.598279 \n 2-3 0.668444 0.690742 \n 2-3-4 0.670665 0.703102 \n 2-3-4-5 0.684733 0.680441 \n dist_char_asis 2 0.699319 0.716069 \n... ... ... \nsingular baseline tag 1 0.286687 0.263936 \n 1-2 0.371761 0.419535 \n 1-2-3 0.394713 0.448255 \n word 1 0.408485 0.419292 \n 1-2 0.423590 0.427412 \n\ntarget \\\ntweetLen 500 \n# Authors 150 1000 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.488672 0.446504 \n 2-3 0.559526 0.519917 \n 2-3-4 0.574910 0.543726 \n 2-3-4-5 0.537784 0.545106 \n dist_char_asis 2 0.582840 0.556557 \n... ... ... \nsingular baseline tag 1 0.215523 0.229119 \n 1-2 0.297047 0.299792 \n 1-2-3 0.342469 0.340174 \n word 1 0.300994 0.352343 \n 1-2 0.316853 0.355102 \n\ntarget \\\ntweetLen 250 500 \n# Authors 500 500 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.454316 0.513337 \n 2-3 0.523891 0.593752 \n 2-3-4 0.547140 0.615124 \n 2-3-4-5 0.545427 0.618594 \n dist_char_asis 2 0.560691 0.620310 \n... ... ... \nsingular baseline tag 1 0.219258 0.230052 \n 1-2 0.293479 0.331799 \n 1-2-3 0.338564 0.387528 \n word 1 0.301100 0.399306 \n 1-2 0.341047 0.416777 \n\ntarget \\\ntweetLen 100 \n# Authors 150 500 \nScore accuracy accuracy \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.635018 0.373908 \n 2-3 0.734175 0.442379 \n 2-3-4 0.762293 0.452307 \n 2-3-4-5 0.759033 0.462428 \n dist_char_asis 2 0.772480 0.467655 \n... ... ... \nsingular baseline tag 1 0.331568 0.234941 \n 1-2 0.449199 0.274312 \n 1-2-3 0.485602 0.253952 \n word 1 0.543331 0.244099 \n 1-2 0.552431 0.256887 \n\ntarget ... \\\ntweetLen ... \n# Authors ... \nScore ... \nset modeltype featuretypes subgrams ... \ndist-char-word-lemma cumulated dist_char 2 ... \n 2-3 ... \n 2-3-4 ... \n 2-3-4-5 ... \n dist_char_asis 2 ... \n... ... \nsingular baseline tag 1 ... \n 1-2 ... \n 1-2-3 ... \n word 1 ... \n 1-2 ... \n\ntarget gender \\\ntweetLen 250 \n# Authors 50 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.0 \n 2-3 0.0 \n 2-3-4 0.0 \n 2-3-4-5 0.0 \n dist_char_asis 2 0.0 \n... ... \nsingular baseline tag 1 0.0 \n 1-2 0.0 \n 1-2-3 0.0 \n word 1 0.0 \n 1-2 0.0 \n\ntarget \\\ntweetLen 500 \n# Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.026470 \n 2-3 -0.036546 \n 2-3-4 0.031449 \n 2-3-4-5 -0.012079 \n dist_char_asis 2 -0.021672 \n... ... \nsingular baseline tag 1 -0.008557 \n 1-2 0.132701 \n 1-2-3 0.057714 \n word 1 0.028155 \n 1-2 0.025200 \n\ntarget \\\ntweetLen 250 \n# Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.025105 \n 2-3 0.014135 \n 2-3-4 0.034523 \n 2-3-4-5 0.009622 \n dist_char_asis 2 0.045824 \n... ... \nsingular baseline tag 1 0.027320 \n 1-2 0.079936 \n 1-2-3 -0.000031 \n word 1 -0.016220 \n 1-2 0.048501 \n\ntarget \\\ntweetLen 100 \n# Authors 150 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 -0.028486 \n 2-3 0.002831 \n 2-3-4 0.025852 \n 2-3-4-5 0.015653 \n dist_char_asis 2 0.013339 \n... ... \nsingular baseline tag 1 -0.029294 \n 1-2 0.173908 \n 1-2-3 -0.019950 \n word 1 0.077121 \n 1-2 -0.030074 \n\ntarget \\\ntweetLen 250 \n# Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.085429 \n 2-3 0.035659 \n 2-3-4 0.015212 \n 2-3-4-5 0.028261 \n dist_char_asis 2 -0.017280 \n... ... \nsingular baseline tag 1 0.203978 \n 1-2 -0.104392 \n 1-2-3 0.003267 \n word 1 0.023986 \n 1-2 0.013636 \n\ntarget \\\ntweetLen 500 \n# Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.046563 \n 2-3 0.027787 \n 2-3-4 0.026084 \n 2-3-4-5 0.036459 \n dist_char_asis 2 0.007673 \n... ... \nsingular baseline tag 1 -0.146045 \n 1-2 -0.027975 \n 1-2-3 -0.014083 \n word 1 -0.011463 \n 1-2 0.017931 \n\ntarget \\\ntweetLen \n# Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.088929 \n 2-3 0.041862 \n 2-3-4 0.036172 \n 2-3-4-5 0.023196 \n dist_char_asis 2 0.014127 \n... ... \nsingular baseline tag 1 0.004342 \n 1-2 0.109083 \n 1-2-3 0.121241 \n word 1 0.052303 \n 1-2 -0.008001 \n\ntarget \\\ntweetLen 100 \n# Authors 500 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 -0.062807 \n 2-3 0.046394 \n 2-3-4 0.005221 \n 2-3-4-5 0.013836 \n dist_char_asis 2 0.005983 \n... ... \nsingular baseline tag 1 0.051619 \n 1-2 -0.123443 \n 1-2-3 0.019267 \n word 1 0.032958 \n 1-2 0.005569 \n\ntarget \\\ntweetLen 250 \n# Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.060031 \n 2-3 0.011727 \n 2-3-4 0.034497 \n 2-3-4-5 0.036985 \n dist_char_asis 2 -0.014717 \n... ... \nsingular baseline tag 1 0.043825 \n 1-2 -0.008411 \n 1-2-3 -0.028449 \n word 1 0.025321 \n 1-2 -0.007934 \n\ntarget \ntweetLen 100 \n# Authors 1000 \nScore Average Spearman's Rho (red.) \nset modeltype featuretypes subgrams \ndist-char-word-lemma cumulated dist_char 2 0.049725 \n 2-3 0.055324 \n 2-3-4 0.023822 \n 2-3-4-5 0.002119 \n dist_char_asis 2 0.023177 \n... ... \nsingular baseline tag 1 -0.096762 \n 1-2 0.040120 \n