Lichtenberg Algorithm for Benchmark Datasets selection

Version 2.0 (469 KB) by PEREIRA, J. L. J.
This matlab code using the Lichtenberg Algorithm is capable of find the best datasets.
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Updated 13 Jul 2023

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The Lichtenberg Algorithm is applied for both regression and classification datasets and it selected the best one according with a number and maximum coverage.

Cite As

Pereira, J.L.J., Smith-Miles, K., Munoz, M.A., Lorena, A. C. Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation. Data Mining and Knowledge Discovery. 2023.

MATLAB Release Compatibility
Created with R2022b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
2.0

Now the complete code is uploaded!
1.0.0