The revival of the Gini importance?

MOTIVATION: Random forests are fast, flexible and represent a robust approach to analyze high dimensional data. A key advantage over alternative machine learning algorithms are variable importance measures, which can be used to identify relevant features or perform variable selection. Measures based...

Descripción completa

Detalles Bibliográficos
Autores principales: Nembrini, Stefano, König, Inke R, Wright, Marvin N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6198850/
https://www.ncbi.nlm.nih.gov/pubmed/29757357
http://dx.doi.org/10.1093/bioinformatics/bty373

Ejemplares similares