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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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Pubblicato in:Entropy (Basel)
Autori principali: Chaudhry, Muhammad Umar, Lee, Jee-Hyong
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512904/
https://ncbi.nlm.nih.gov/pubmed/33265475
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20050385
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