modNormalize: Normalize Data

In exprso: Rapid Deployment of Machine Learning Algorithms

Description

modNormalize normalizes feature data.

Usage

modNormalize(object, MARGIN = c(1, 2))

Arguments

object	An ExprsArray object to undergo pre-processing.
MARGIN	A numeric vector. The margin by which to normalize. Provide MARGIN = 1 to normalize the feature vector. Provide MARGIN = 2 to normalize the subject vector. Provide MARGIN = c(1, 2) to normalize by the subject vector and then by the feature vector.

Details

This method normalizes subject and/or feature vectors according to the formula y = (x - mean(x)) / sd(x).

Value

A pre-processed ExprsArray object.

exprso documentation built on May 1, 2019, 7:11 p.m.