prepare_data_single_coalition: Compute the conditional probabilities for a single coalition...
In shapr: Prediction Explanation with Dependence-Aware Shapley Values
prepare_data_single_coalition R Documentation
Compute the conditional probabilities for a single coalition for the categorical approach
Description
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.
Usage
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
shapr documentation built on April 4, 2025, 12:18 a.m.
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| prepare_data_single_coalition | R Documentation |
Compute the conditional probabilities for a single coalition for the categorical approach
Description
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.
Usage
prepare_data_single_coalition(internal, index_features)
Arguments
internal |
List.
Holds all parameters, data, functions and computed objects used within |
Author(s)
Lars Henry Berge Olsen
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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