Cargando…

Relating instance hardness to classification performance in a dataset: a visual approach

Machine Learning studies often involve a series of computational experiments in which the predictive performance of multiple models are compared across one or more datasets. The results obtained are usually summarized through average statistics, either in numeric tables or simple plots. Such approac...

Descripción completa

Detalles Bibliográficos
Autores principales: Paiva, Pedro Yuri Arbs, Moreno, Camila Castro, Smith-Miles, Kate, Valeriano, Maria Gabriela, Lorena, Ana Carolina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9217125/
https://www.ncbi.nlm.nih.gov/pubmed/35761958
http://dx.doi.org/10.1007/s10994-022-06205-9