train

silk_ml.train.cross_validation(X, Y, models, scores, folds=30)

Validates several models and scores

Parameters

• X (pd.DataFrame) – Main dataset with the variables

• Y (pd.Series) – Target variable

• models (list(tuple)) – Models to evaluate

• scores (list(tuple)) – Scores to measure the models

• folds (int) – Number of folds in a (Stratified)KFold