collapse_correlated_features: Collapse correlated features

In mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines

Collapse correlated features

Description

Collapse correlated features

Usage

collapse_correlated_features(features, group_neg_corr = TRUE, progbar = NULL)

Arguments

features	dataframe of features for machine learning
group_neg_corr	Whether to group negatively correlated features together (e.g. c(0,1) and c(1,0)).
progbar	optional progress bar (default: NULL)

Value

features where perfectly correlated ones are collapsed

Author(s)

Zena Lapp, [e-mail]

Examples

## Not run: 
collapse_correlated_features(mikropml::otu_small[, 2:ncol(otu_small)])

## End(Not run)

mikropml documentation built on Aug. 21, 2023, 5:10 p.m.