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snnR (version 1.0)

normalize: normalize

Description

Internal function for normalizing the data.

Usage

normalize(x, base, spread)

Arguments

x

A vector or matrix that needs to be normalized.

base

If x is a vector, base is the minimum of x. If x is a matrix, base is a vector with the minimum for each of the columns of the matrix x.

spread

If x is a vector, spread=base-max(x). If x is a matrix, spread is a vector calculated for each of the columns of x.

Value

A vector or matrix with the resulting normalized values.

Details

z=2*(x-base)/spread - 1