Fig. 5

Comparison of models with and without feature selection. Pink color represents the full-model without feature selection [with all variables (F)], green color is for SF-model ((VI)1) contains predefined set of features (SF) identified by scaled permutation importance, and blue color represents SF-model ((VI)2) having selected features (SF) by unscaled variable importance measure