vaeac_get_evaluation_criteria: Extract the Training VLB and Validation IWAE from a list of...

In NorskRegnesentral/shapr: Prediction Explanation with Dependence-Aware Shapley Values

Extract the Training VLB and Validation IWAE from a list of explanations objects using the vaeac approach

Description

Extract the Training VLB and Validation IWAE from a list of explanations objects using the vaeac approach

Usage

vaeac_get_evaluation_criteria(explanation_list)

Arguments

explanation_list

A list of explain() objects applied to the same data, model, and vaeac must be the used approach. If the entries in the list is named, then the function use these names. Otherwise, it defaults to the approach names (with integer suffix for duplicates) for the explanation objects in explanation_list.

Value

A data.table containing the training VLB, validation IWAE, and running validation IWAE at each epoch for each vaeac model.

Author(s)

Lars Henry Berge Olsen

NorskRegnesentral/shapr documentation built on April 19, 2024, 1:19 p.m.