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:
- 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
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