This is modified version of
calculate_subsets_performance( explainer, score_functions = list(), nbins = 5, cutoff = 0.01, cutoff_name = "Other", factor_conversion_threshold = 7 )
Explainer created using
Named list of functions named
Number of qunatiles (partition points) for numeric columns. In case when more than one qunatile have the same value, there will be less partition points.
Threshold for categorical data. Entries less frequent than specified value will be merged into one category.
Name for new category that arised after merging entries less frequent than
Numeric columns with lower number of unique values than value of this parameter will be treated as factors
Data frame with columns
Variable Name of splited variable
Label Label for variable's values subset
and one column for each score function with returned score