DataExample: Data example for SIDA

In lasandrall/SIDA: Sparse Integrative Discriminant Analysis for Multi-view Structured Data

Data example for SIDA

Description

Simulated data to demonstrate the use of SIDA.

Usage

data(DataExample)

Format

A list with 4 elements

Xdata

A list with each entry containing two views of training data with dimension 160\times 2000 each. Rows are samples and columns are variables.

Y

160 \times 1 vector of training class membership. There are three classes each with size 80.

Xtestdata

A list with each entry containing two views of testing data with dimension 320\times 2000 each. Rows are samples and columns are variables.

Ytest

320 \times 1 vector of testing class membership. There are three classes each with size 160.

References

Sandra E. Safo, Eun Jeong Min, and Lillian Haine (2019) , Sparse Linear Discriminant Analysis for Multi-view Structured Data, submitted

Examples

# see cvSIDA or sida examples

lasandrall/SIDA documentation built on Oct. 19, 2022, 9:23 a.m.