get_caret_processed_df {mikropml}

Get preprocessed dataframe for continuous variables

Description

Get preprocessed dataframe for continuous variables

Usage

get_caret_processed_df(features, method)

Arguments

features

Dataframe of features for machine learning

method

Methods to preprocess the data, described in caret::preProcess() (default: c("center","scale"), use NULL for no normalization).

Value

Named list:

• processed: Dataframe of processed features.

• removed: Names of any features removed during preprocessing.

Author(s)

Zena Lapp, [e-mail]

Examples

get_caret_processed_df(mikropml::otu_small[, 2:ncol(otu_small)], c("center", "scale"))