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. 2021 Apr 19;21(8):2863. doi: 10.3390/s21082863
ML Machine learning
MMLA Multimodal learning analytics
EFAR-MMLA Evaluation framework to assess and report generalizability of ML models in MMLA
CL Collaborative learning
CV Cross-validation
CQ Collaboration quality
ARG Argumentation
KE Knowledge exchange
CO Cooperative orientation
SPST Structuring problem-solving process and time management
SMU Sustaining mutual understanding
ITO Individual task orientation
CF Collaboration flow
GP Gaussian process
SVM Support vector machine
RF Random forest
NN Neural network
RNN Recurrent neural network
LSTM Long short-term Memory
Ada Ada boost
LR Logistic Regression
DT Decision tree
STD Standard deviation
HP Hyper-parameter
IQR Inter-quartile range
CI Confidence interval
NB Naive Bayes