Error curves for evaluating the quality of feature rankings

In this article, we propose a method for evaluating feature ranking algorithms. A feature ranking algorithm estimates the importance of descriptive features when predicting the target variable, and the proposed method evaluates the correctness of these importance values by computing the error measur...

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Detalles Bibliográficos
Autores principales: Slavkov, Ivica, Petković, Matej, Geurts, Pierre, Kocev, Dragi, Džeroski, Sašo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Algorithms and Analysis of Algorithms
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924685/
https://www.ncbi.nlm.nih.gov/pubmed/33816961
http://dx.doi.org/10.7717/peerj-cs.310

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924685/
https://www.ncbi.nlm.nih.gov/pubmed/33816961
http://dx.doi.org/10.7717/peerj-cs.310

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