TSS: Total Sum Scaling

In kerntools: Kernel Functions and Tools for Machine Learning Applications

Total Sum Scaling

Description

This function transforms a dataset from absolute to relative frequencies (by row or column).

Usage

TSS(X, rows = TRUE)

Arguments

X	Numeric matrix or data.frame of any size containing absolute frequencies.
rows	If TRUE, the operation is done by row; otherwise, it is done by column. (Defaults: TRUE).

Value

A relative frequency matrix or data.frame with the same dimension than X.

Examples

dat <- matrix(rnorm(50),ncol=5,nrow=10)
TSS(dat) #It can be checked that, after scaling, the sum of each row is equal to 1.

kerntools documentation built on April 3, 2025, 7:52 p.m.