aggregate_vimp_table-methods: Aggregate variable importance from multiple variable...

In familiar: End-to-End Automated Machine Learning and Model Evaluation

Aggregate variable importance from multiple variable importance objects.

Description

This methods aggregates variable importance from one or more vimpTable objects.

Usage

aggregate_vimp_table(x, aggregation_method, rank_threshold = NULL, ...)

## S4 method for signature 'list'
aggregate_vimp_table(x, aggregation_method, rank_threshold = NULL, ...)

## S4 method for signature 'character'
aggregate_vimp_table(x, aggregation_method, rank_threshold = NULL, ...)

## S4 method for signature 'vimpTable'
aggregate_vimp_table(x, aggregation_method, rank_threshold = NULL, ...)

## S4 method for signature 'NULL'
aggregate_vimp_table(x, aggregation_method, rank_threshold = NULL, ...)

## S4 method for signature 'experimentData'
aggregate_vimp_table(x, aggregation_method, rank_threshold = NULL, ...)

Arguments

x	Variable importance (vimpTable) object, a list thereof, or one or more paths to these objects.
aggregation_method	Method used to aggregate variable importance. The available methods are described in the feature selection methods vignette.
rank_threshold	Rank threshold used within several aggregation methods. See the feature selection methods vignette for more details.
...	unused parameters.

Value

A vimpTable object with aggregated variable importance data.

familiar documentation built on Sept. 30, 2024, 9:18 a.m.