normalizeData: Data Normalization

In CHuanSite/SJD: Structured Joint Decomposition (SJD)

Data Normalization

Description

Normalize data to have mean zero and std 1

Usage

normalizeData(
  dataset,
  enable_normalization = TRUE,
  column_sum_normalization = TRUE,
  nonnegative_normalization = FALSE
)

Arguments

dataset	The input list of data sets matrix
enable_normalization	An argument to decide whether to use normalizaiton or not, default is TRUE
column_sum_normalization	An argument to decide whether to use column sum normalization or not, default it TRUE
nonnegative_normalization	An argument to decide wehther it is nonnegative matrix factorization based or not, default is FALSE

Examples

dataset = list(
matrix(runif(5000, 1, 2), nrow = 100, ncol = 50),
matrix(runif(5000, 1, 2), nrow = 100, ncol = 50)
)
normalizeData(dataset)

CHuanSite/SJD documentation built on Nov. 29, 2024, 5:52 a.m.