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margin_maximization_LMC

Code & Data for the preprint: 'Margin Maximization as Lossless Maximal Compression' by N.Nikolaou, H.Reeve, G. Brown. https://arxiv.org/abs/2001.10318#

To run on artificial data: Follow comments in code & uncomment appropriate parts of the python script.

To run on UCI datasets provided: First unzip the datasets folder, then run the python script (Note: you need to specify the desired dataset & the dataset folder needs to be in the same folder as the python script)