Random forest of perfect trees: concept, performance, applications and perspectives

MOTIVATION: The principle of Breiman's random forest (RF) is to build and assemble complementary classification trees in a way that maximizes their variability. We propose a new type of random forest that disobeys Breiman’s principles and involves building trees with no classification errors in...

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Detalles Bibliográficos
Autores principales: Nguyen, Jean-Michel, Jézéquel, Pascal, Gillois, Pierre, Silva, Luisa, Ben Azzouz, Faouda, Lambert-Lacroix, Sophie, Juin, Philippe, Campone, Mario, Gaultier, Aurélie, Moreau-Gaudry, Alexandre, Antonioli, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352507/
https://www.ncbi.nlm.nih.gov/pubmed/33523112
http://dx.doi.org/10.1093/bioinformatics/btab074

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