cvScaler {lessSEM}

cvScaler

Description

uses the means and standard deviations of the training set to standardize the test set. See, e.g., https://scikit-learn.org/stable/modules/cross_validation.html .

Usage

cvScaler(testSet, means, standardDeviations)

Arguments

testSet

test data set

means

means of the training set

standardDeviations

standard deviations of the training set

Value

scaled test set

Examples

library(lessSEM)
data <- matrix(rnorm(50),10,5)

cvScaler(testSet = data, 
         means = 1:5, 
         standardDeviations = 1:5)