Cargando…

Probabilistic Ensemble of Deep Information Networks

We describe a classifier made of an ensemble of decision trees, designed using information theory concepts. In contrast to algorithms C4.5 or ID3, the tree is built from the leaves instead of the root. Each tree is made of nodes trained independently of the others, to minimize a local cost function...

Descripción completa

Detalles Bibliográficos
Autores principales: Franzese, Giulio, Visintin, Monica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516404/
https://www.ncbi.nlm.nih.gov/pubmed/33285874
http://dx.doi.org/10.3390/e22010100