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. 2022 Oct 20;10:2100811. doi: 10.1109/JTEHM.2022.3213348

TABLE 3. Hyperparameter Settings of Machine Learning Models.

Models Parameters Motor indicators
All (25) Pretest - posttest (7) Posttest - pretest (7) Clustering (6)
MLP Learning efficiency 0.5 0.5 0.5 0.5
MSE 0.007 0.02 0.012 0.03
Learning times 80,000 80,000 80,000 80,000
RBFN Learning efficiency 0.5 0.5 0.5 0.5
MSE 0.07 0.08 0.06 0.04
Learning times 80,000 80,000 80,000 80,000
RBFN cost 512 32 2 32
gamma 0.08 0.5 0.5 0.008