# CompressiveRDA toolbox

The MATLAB toolbox CompressiveRDA is a collection of Matlab functions that can be used to compute Compressive Regularized Discriminant Analysis (CRDA) classifiers proposed by Tabassum and Ollila (2019).

We include a demo example of using CRDA on a real data set (Isolet vowels) which can reproduce the results that were reported in Table 1 of the aforementioned paper.

## Contents

- Dependencies:
- How to cite
- Contact

## Dependencies:

- RegularizedSCM toolbox -- install from website: http://users.spa.aalto.fi/esollila/regscm/

## How to cite

If you use this toolbox or any of its function, please cite the software itself along with the publication:

- Esa Ollila and Muhammad N. Tabassum, "Matlab CompressiveRDA Toolbox Version 1.0," Available online: http://users.spa.aalto.fi/esollila/crda/, October 2019.
- Muhammad N. Tabassum and Esa Ollila, "Simultaneous Feature Selection and High-Dimensional Classification with Applications to Genomic Studies," Arxiv, Oct. 2019.

## Contact

Esa Ollila | Muhammad N. Tabassum | Research group website
esa.ollila@aalto.fi | muhammad.tabassum@aalto.fi | Toolbox website