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. Author manuscript; available in PMC: 2023 Dec 1.
Published in final edited form as: IEEE Trans Biomed Eng. 2022 Nov 23;69(12):3784–3791. doi: 10.1109/TBME.2022.3177396

TABLE II.

Classification Results using Features Extracted from Different Subsets, Per-Trial Level

Features Set AUC-ROC F1 Score
Features from subsets 1) 0.76 0.73
Features from subsets 2) 0.92 0.85
Features from set 3) 0.90 0.84
Features from subsets 1) and 2) 0.94 0.90
Features from subsets 1) and 3) 0.90 0.86
Features from subsets 2) and 3) 0.95 0.93
Features from subsets 1), 2), and 3) 0.94 0.90
1)

The short-duration subset

2)

The long-duration subset

3)

The set of all movement elements.