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MineICA (version 1.12.0)

selectFeatures_IQR: Selection of features based on their IQR

Description

This function selects the features having the largest Inter Quartile Range (IQR).

Usage

selectFeatures_IQR(data, nb)

Arguments

data
Measured data of dimension features x samples (e.g, gene expression data)
nb
The number of features to be selected

Value

A subset of data restricted to the features having the nb highest IQR value

Examples

Run this code
dat <- matrix(rnorm(10000),ncol=10,nrow=1000)
rownames(dat) <- 1:1000
selectFeatures_IQR(data=dat, nb=500)

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