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Entropy-Based Greedy Algorithm for Decision Trees Using Hypotheses

In this paper, we consider decision trees that use both conventional queries based on one attribute each and queries based on hypotheses of values of all attributes. Such decision trees are similar to those studied in exact learning, where membership and equivalence queries are allowed. We present g...

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Detalles Bibliográficos
Autores principales: Azad, Mohammad, Chikalov, Igor, Hussain, Shahid, Moshkov, Mikhail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303841/
https://www.ncbi.nlm.nih.gov/pubmed/34201971
http://dx.doi.org/10.3390/e23070808