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A Two-Parameter Fractional Tsallis Decision Tree

Decision trees are decision support data mining tools that create, as the name suggests, a tree-like model. The classical C4.5 decision tree, based on the Shannon entropy, is a simple algorithm to calculate the gain ratio and then split the attributes based on this entropy measure. Tsallis and Renyi...

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Detalles Bibliográficos
Autores principales: De la Cruz-García, Jazmín S., Bory-Reyes, Juan, Ramirez-Arellano, Aldo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141694/
https://www.ncbi.nlm.nih.gov/pubmed/35626457
http://dx.doi.org/10.3390/e24050572