Algebraic shortcuts for leave-one-out cross-validation in supervised network inference.

Stock, Michiel; Pahikkala, Tapio; Airola, Antti; Waegeman, Willem; De Baets, Bernard

Stock, Michiel; Pahikkala, Tapio; Airola, Antti; Waegeman, Willem; De Baets, Bernard.

Afiliação

Stock M; Department of Data Analysis and Mathematical Modelling, Ghent University, Belgium.
Pahikkala T; Department of Future Technologies, University of Turku, Finland.
Airola A; Department of Future Technologies, University of Turku, Finland.
Waegeman W; Department of Data Analysis and Mathematical Modelling, Ghent University, Belgium.
De Baets B; Department of Data Analysis and Mathematical Modelling, Ghent University, Belgium.

Brief Bioinform ; 21(1): 262-271, 2020 Jan 17.

Article em En | MEDLINE | ID: mdl-30329015

Palavras-chave

biological networks; cross-validation; kernel methods; network inference

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article