deepNeuralNetwork.standarize: Standarizes the input data.

Description Usage Arguments Details Value

View source: R/deepNeuralNetwork.standarize.r

Description

'deepNeuralNetwork.standarize()' standarizes the given data by calculating either a z-score using the mean and the sd or a robust z-score using the median and the MAD.

Usage

1

Arguments

x

Matrix. The data to be standarized.

method

Character. Specifies the method used. "s"=standar z-score using the mean. "r"=robust z-score using the median.

Details

'deepNeuralNetwork.standarize()' standarizes the given data by calculating either a z-score using the mean and the sd or a robust z-score using the median and the MAD.

Value

The standarized data matrix.


OscarGVelasco/DeepNeuralNetworks4R documentation built on Jan. 24, 2021, 12:42 a.m.