crda.setup3: Generation of Partially Synthetic Dataset

Description Usage Details Value Examples

Description

This function generates and splits partially synthetic data into training and test sets for setup 3 of the CRDA-paper.

Usage

1

Details

crda.setup3

Value

An object dataset of class crda.setup3 with the following attributes:

X

Training dataset, a pxn matrix with n-samples each having p-features.

y

Labels for training dataset, an nx1 vector of whole numbers.

Xt

Test dataset, a pxnt matrix with nt-samples each having p-features.

yt

Labels for test dataset, an ntx1 vector of whole numbers.

truePos

True positions of relevant, i.e., differentially expressed features.

Examples

1

mntabassm/compressiveRDA documentation built on May 31, 2019, 5:22 p.m.