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

Multimodal Learning Analytics (MMLA) researchers are progressively employing machine learning (ML) techniques to develop predictive models to improve learning and teaching practices. These predictive models are often evaluated for their generalizability using methods from the ML domain, which do not...

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Detalles Bibliográficos
Autores principales: Chejara, Pankaj, Prieto, Luis P., Ruiz-Calleja, Adolfo, Rodríguez-Triana, María Jesús, Shankar, Shashi Kant, Kasepalu, Reet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073259/
https://www.ncbi.nlm.nih.gov/pubmed/33921782
http://dx.doi.org/10.3390/s21082863

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8073259/
https://www.ncbi.nlm.nih.gov/pubmed/33921782
http://dx.doi.org/10.3390/s21082863

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