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Feature-Based Complexity Measure for Multinomial Classification Datasets

Machine learning algorithms are frequently used for classification problems on tabular datasets. In order to make informed decisions about model selection and design, it is crucial to gain meaningful insights into the complexity of these datasets. Feature-based complexity measures are a set of compl...

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Detalles Bibliográficos
Autores principales: Erwin, Kyle, Engelbrecht, Andries
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378522/
https://www.ncbi.nlm.nih.gov/pubmed/37509947
http://dx.doi.org/10.3390/e25071000