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MOTiFS: Monte Carlo Tree Search Based Feature Selection

Given the increasing size and complexity of datasets needed to train machine learning algorithms, it is necessary to reduce the number of features required to achieve high classification accuracy. This paper presents a novel and efficient approach based on the Monte Carlo Tree Search (MCTS) to find...

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Detalles Bibliográficos
Autores principales: Chaudhry, Muhammad Umar, Lee, Jee-Hyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512904/
https://www.ncbi.nlm.nih.gov/pubmed/33265475
http://dx.doi.org/10.3390/e20050385

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