mikropml (version 1.6.1)

collapse_correlated_features: Collapse correlated features

Description

Collapse correlated features

Usage

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

Value

features where perfectly correlated ones are collapsed

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)

Author

Zena Lapp,

Examples

if (FALSE) {
collapse_correlated_features(mikropml::otu_small[, 2:ncol(otu_small)])
}