Standard_Normalization {M2SMJF}

Normalize the input matrix by column

Description

Normalize each column of x to have mean 0 and standard deviation 1.

Usage

Standard_Normalization(x)

Arguments

x

A sample-feature matrix with rows as samples and columns as features

Value

A sample-feature matrix with rows as samples and columns as features,each column of the matrix have mean 0 and standard deviation 1

Author(s)

Xiaoyao Yin

Examples

data_list <- simu_data_gen()
x <- data_list[[1]]
data_matrix <- Standard_Normalization(x)