Confidence interval for micro-averaged F 1 and macro-averaged F 1 scores.

Takahashi, Kanae; Yamamoto, Kouji; Kuchiba, Aya; Koyama, Tatsuki

Confidence interval for micro-averaged F ₁ and macro-averaged F ₁ scores.

Takahashi, Kanae; Yamamoto, Kouji; Kuchiba, Aya; Koyama, Tatsuki.

Afiliación

Takahashi K; Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan.
Yamamoto K; Department of Biostatistics, Hyogo College of Medicine, Hyogo, Japan.
Kuchiba A; Department of Biostatistics, School of Medicine, Yokohama City University, Yokohama, Japan.
Koyama T; Graduate School of Health Innovation, Kanagawa University of Human Services, Kanagawa, Japan.

Appl Intell (Dordr) ; 52(5): 4961-4972, 2022 Mar.

Article en En | MEDLINE | ID: mdl-35317080

Palabras clave

Delta-method; F1 measures; Machine learning; Multi-class classification; Precision; Recall

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Appl Intell (Dordr) Año: 2022 Tipo del documento: Article País de afiliación: Japón

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