paper on MEP for binary and multi-class classification problems

[mihai....@gmail.com]

Hi,

I just uploaded on ResearchGate a paper describing strategies for solving classification problems with MEP.

The link to read the paper is here:

https://www.researchgate.net/publication/359261779_Multi_Expression_Programming_for_solving_classification_problems

These strategies were already present in MEPX software, but I did not had time to explain them better and to complete the numerical experiments. Now I did that.

I currently compared MEP only against Linear Genetic Programming and Artificial Neural Networks (see PROBEN1 dataset). 

It took some time to complete because LGP uses large populations (like 5000 individuals) which means a big running time (in some cases several minutes per run)

The paper is not submitted for publication yet. I want to add more comparison with other GP techniques.

best regards,

Mihai

[sangeen khan]

Dear sir,

I am going to publish my paper on MEP  comparison with random forest regression. Hope it will help you in comparative study.

Regards,

Engr.Sangeen khan

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[Mihai Oltean]

Hi,

Is your paper for classification or regression problems?

waiting,

Mihai

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