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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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Bibliografiset tiedot
Julkaisussa:Entropy (Basel)
Päätekijät: Chaudhry, Muhammad Umar, Lee, Jee-Hyong
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI 2018
Aiheet:
Linkit: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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