scale_center: scale_center

In Rforestry: Random Forests, Linear Trees, and Gradient Boosting for Inference and Interpretability

scale_center

Description

Given a dataframe, scale and center the continous features

Usage

scale_center(x, categoricalFeatureCols, colMeans, colSd)

Arguments

x	A dataframe in order to be processed.
categoricalFeatureCols	A vector of the categorical features, we don't want to scale/center these. Should be 1-indexed.
colMeans	A vector of the means to center each column.
colSd	A vector of the standard deviations to scale each column with.

Value

A scaled and centered dataset x

Rforestry documentation built on March 31, 2023, 11:33 p.m.