This is modified version of DALEXtra::funnel_measure
calculate_subsets_performance(
explainer,
score_functions = list(),
nbins = 5,
cutoff = 0.01,
cutoff_name = "Other",
factor_conversion_threshold = 7
)Explainer created using DALEX::explain
Named list of functions named score_* from auditor package
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 cutoff
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