run_abc_analysis {flowml}

Performs item categorization

Description

Performs item categorization on permutation or shap analysis object

Usage

run_abc_analysis(data_obj, method)

Arguments

data_obj

Resuls of model interpretation experiment

method

Method used for model interpretation (permutatopn or shap)

Details

Interpretation results are passed to the function. Based on the type of interpretation experiment the data is transformed into a uniformly structured data frame. Item categorization is performed by computed ABC analysis. The result is returned in form of a tibble.

Value

A tibble with item categories

a tibble

Author(s)

Sebastian Malkusch