prepare_data_single_coalition function

Compute the conditional probabilities for a single coalition for the categorical approach

The prepare_data.categorical() function is slow when evaluated for a single coalition. This is a bottleneck for Causal Shapley values which call said function a lot with single coalitions.

prepare_data_single_coalition(internal, index_features)

Arguments

• internal: List. Holds all parameters, data, functions and computed objects used within explain()

  The list contains one or more of the elements parameters, data, objects, iter_list, timing_list, main_timing_list, output, and iter_timing_list.

Author(s)

Lars Henry Berge Olsen