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

Gajda, Stanislaw; Chlebus, Marcin

Gajda, Stanislaw; Chlebus, Marcin.

Afiliação

Gajda S; Faculty of Economic Sciences, University of Warsaw, Dluga Street 44/50, 00-241 Warsaw, Poland.
Chlebus M; Faculty of Economic Sciences, University of Warsaw, Dluga Street 44/50, 00-241 Warsaw, Poland.

Sensors (Basel) ; 22(17)2022 Aug 24.

Article em En | MEDLINE | ID: mdl-36080820

Assuntos

Algoritmos; Aprendizado de Máquina; Modelos Logísticos

Palavras-chave

Elo-based Predictive Power; hyperparameters tuning; machine learning; mixed effects logistic regression; model performance assessment; model performance measures; model selection

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Aprendizado de Máquina Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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