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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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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Chejara, Pankaj, Prieto, Luis P., Ruiz-Calleja, Adolfo, Rodríguez-Triana, María Jesús, Shankar, Shashi Kant, Kasepalu, Reet
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8073259/
https://ncbi.nlm.nih.gov/pubmed/33921782
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21082863
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