collapse_correlated_features {mikropml}R Documentation

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, zenalapp@umich.edu

Examples

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

## End(Not run)

[Package mikropml version 1.6.1 Index]