EFAR-MMLA: An Evaluation Framework to Assess and Report Generalizability of Machine Learning Models in MMLA.

Chejara, Pankaj; Prieto, Luis P; Ruiz-Calleja, Adolfo; Rodríguez-Triana, María Jesús; Shankar, Shashi Kant; Kasepalu, Reet

Chejara, Pankaj; Prieto, Luis P; Ruiz-Calleja, Adolfo; Rodríguez-Triana, María Jesús; Shankar, Shashi Kant; Kasepalu, Reet.

Afiliação

Chejara P; School of Digital Technologies, Tallinn University, 10120 Tallinn, Estonia.
Prieto LP; School of Educational Sciences, Tallinn University, 10120 Tallinn, Estonia.
Ruiz-Calleja A; GSIC-EMIC Group, University of Valladolid, 47011 Valladolid, Spain.
Rodríguez-Triana MJ; School of Digital Technologies, Tallinn University, 10120 Tallinn, Estonia.
Shankar SK; School of Digital Technologies, Tallinn University, 10120 Tallinn, Estonia.
Kasepalu R; School of Educational Sciences, Tallinn University, 10120 Tallinn, Estonia.

Sensors (Basel) ; 21(8)2021 Apr 19.

Article em En | MEDLINE | ID: mdl-33921782

Palavras-chave

MMLA; Multimodal Learning Analytics; evaluation framework; face-to-face collaboration; generalizability; machine learning; reporting

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2021 Tipo de documento: Article