@@ -78,7 +78,7 @@ The input parameters are stored in `sisso.json`, here is a list of all possible
The name of the csv file where the data is stored. (Default: "data.csv")
#### `prop_key`
#### `property_key`
The expression of the column where the property to be modeled is stored. (Default: "prop")
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@@ -106,6 +106,10 @@ The maximum rung of the feature (height of the tallest possible binary expressio
Number of residuals to used to select the next subset of materials in the iteration. (Affects SIS after the 1D model) (Default: 1)
#### `n_models_store`
Number of models to output as file for each dimension (Default: n_residual)
#### `n_rung_store`
The number of rungs where all of the training/testing data of the materials are stored in memory. (Default: `max_rung` - 1)
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@@ -130,6 +134,14 @@ The indicies from the data set to use as the test set. If empty and `leave_out_f
Fraction (in decimal form) of the data to use as a test set (Default: 0.0 if `leave_out_inds` is empty, otherwise `len(leave_out_inds)) / Number of rows in data file`
#### `fix_intercept`
If true set the intercept to 0.0 for all models (Default: false)
#### `max_feat_cross_correlation`
The maximum Pearson correlation allowed between selected features (Default: 1.0)
### Perform the Calculation
Once the input files are made the code can be run using the following command
