Generalizing Machine Learning Evaluation through the Integration of Shannon Entropy and Rough Set Theory

Autor: Cherednichenko, Olga, Chernyshov, Dmytro, Sytnikov, Dmytro, Sytnikova, Polina

Publikováno v: Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, April 2024

This research paper delves into the innovative integration of Shannon entropy and rough set theory, presenting a novel approach to generalize the evaluation approach in machine learning. The conventional application of entropy, primarily focused on i

Externí odkaz: http://arxiv.org/abs/2404.12511