vaeac_postprocess_data: Postprocess Data Generated by a vaeac Model

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

Postprocess Data Generated by a vaeac Model

Description

vaeac generates numerical values. This function converts categorical features to from numerics with class labels 1,2,...,K, to factors with the original and class labels.

Usage

vaeac_postprocess_data(data, vaeac_model_state_list)

Arguments

data	data.table containing the data generated by a vaeac model
vaeac_model_state_list	List. The returned list from the vaeac_preprocess_data function or a loaded checkpoint list of a saved vaeac object.

Value

data.table with the generated data from a vaeac model where the categorical features now have the original class names.

Author(s)

Lars Henry Berge Olsen

Examples

## Not run: 
data <- data.table(matrix(rgamma(500 * 3, 2), ncol = 3))
preprocessed <- vaeac_preprocess_data(data)
preprocessed$data_preprocessed
postprocessed <- vaeac_postprocess_data(preprocessed$data_preprocessed, preprocessed)
postprocessed
all.equal(data, postprocessed)

## End(Not run)

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