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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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Bibliografische gegevens
Gepubliceerd in:Sensors (Basel)
Hoofdauteurs: Chejara, Pankaj, Prieto, Luis P., Ruiz-Calleja, Adolfo, Rodríguez-Triana, María Jesús, Shankar, Shashi Kant, Kasepalu, Reet
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI 2021
Onderwerpen:
Online toegang: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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