added results of version 2

Paper/New_papers/desktop.ini

+[LocalizedFileNames]
+Custodio_2021_Stacked_Authorship.pdf=@Custodio_2021_Stacked_Authorship.pdf,0

Scripts/.idea/Scripts.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Python 3.8" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+  <component name="TestRunnerService">
+    <option name="PROJECT_TEST_RUNNER" value="pytest" />
+  </component>
+</module>
\ No newline at end of file

Scripts/.idea/inspectionProfiles/profiles_settings.xml

+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file

Scripts/.idea/misc.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="JavaScriptSettings">
+    <option name="languageLevel" value="ES6" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file

Scripts/.idea/modules.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/Scripts.iml" filepath="$PROJECT_DIR$/.idea/Scripts.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file

Scripts/.ipynb_checkpoints/Untitled1-checkpoint.ipynb

+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

Scripts/Evaluation/.ipynb_checkpoints/result_evaluations-checkpoint.ipynb

+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numy as np\n",
+    "import scipy as sci\n",
+    "import pandas as pd\n",
+    "import os\n",
+    "import sys\n",
+    "sys.path.append('..')\n",
+    "from ML import ml_utils"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

Scripts/Introspection/.ipynb_checkpoints/Untitled-checkpoint.ipynb

+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

Scripts/.ipynb_checkpoints/Untitled-checkpoint.ipynb → Scripts/Introspection/Untitled.ipynb

@@ -7,25 +7,7 @@
    "outputs": [],
    "source": [
     "import pandas as pd\n",
-    "import numpy as np\n",
-    "import ndjson\n",
-    "import jsonlines\n",
-    "import json\n",
-    "import pickle\n",
-    "import os\n",
-    "import sys\n",
-    "import random as rd\n",
-    "import json\n",
-    "import re, regex\n",
-    "from joblib import dump, load\n",
-    "import collections\n",
-    "import math\n",
-    "import statistics\n",
-    "\n",
-    "from sklearn.preprocessing import LabelEncoder\n",
-    "from sklearn.linear_model import PassiveAggressiveClassifier, SGDClassifier\n",
-    "from sklearn.feature_extraction.text import CountVectorizer\n",
-    "from sklearn.metrics import accuracy_score, precision_score, recall_score, f1_score"
+    "import numpy as np\n"
    ]
   },
   {
@@ -33,23 +15,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "path = '../Data/pan19-celebrity-profiling-training-dataset-2019-01-31/stratified_subsample/org/'\n",
-    "\n",
-    "subsets = [500]\n",
-    "\n",
-    "classifiers = ['SVM']\n",
-    "\n",
-    "vect = ['_count', '']\n",
-    "\n",
-    "datafolder = 'split_data'\n",
-    "\n",
-    "ml_results = 'ml'\n",
-    "\n",
-    "filebeg = 'stratified_subsample_'\n",
-    "\n",
-    "labels = ['age', 'gender', 'author']"
-   ]
+   "source": []
   }
  ],
  "metadata": {
@@ -68,22 +34,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
-  },
-  "toc": {
-   "base_numbering": 1,
-   "nav_menu": {},
-   "number_sections": true,
-   "sideBar": true,
-   "skip_h1_title": false,
-   "title_cell": "Table of Contents",
-   "title_sidebar": "Contents",
-   "toc_cell": false,
-   "toc_position": {},
-   "toc_section_display": true,
-   "toc_window_display": false
+   "version": "3.8.3"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }