melt_explanations#

datarobotx.melt_explanations(df, id_vars=None)#

Melt Dataframe of explanations into long form columns.

Parameters:
  • df (pd.DataFrame) – A dataframe with prediction explanations. Assumes explanations in wide form, with at least one of: [feature_name, actual_value, strength, qualitative_strength] for each prediction

  • id_vars (list, default=[]) – List of columns to keep in long form dataframe

Return type:

DataFrame