aggregate_vimp_table {familiar}

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.