A Probability-Based Models Ranking Approach: An Alternative Method of Machine-Learning Model Performance Assessment

Performance measures are crucial in selecting the best machine learning model for a given problem. Estimating classical model performance measures by subsampling methods like bagging or cross-validation has several weaknesses. The most important ones are the inability to test the significance of the...

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Detalles Bibliográficos
Autores principales: Gajda, Stanisław, Chlebus, Marcin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460558/
https://www.ncbi.nlm.nih.gov/pubmed/36080820
http://dx.doi.org/10.3390/s22176361

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460558/
https://www.ncbi.nlm.nih.gov/pubmed/36080820
http://dx.doi.org/10.3390/s22176361

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