. Author manuscript; available in PMC: 2020 Aug 21.

Published in final edited form as: ACM Trans Comput Healthc. 2020 Apr;1(2):8. doi: 10.1145/3361562

Table 8.

LOSO Cross Validation Results from the Different Datasets Using SVM and RF, and Considering the Entire Rest Baseline of 10 Minutes as Not Stressed

Prediction Metrics	trim_zscore		trim_minmax		wins_zscore		wins_minmax
Prediction Metrics	SVM	RF	SVM	RF	SVM	RF	SVM	RF
Precision	0.64	0.62	0.60	0.66	0.68	0.61	0.61	0.62
Recall	0.72	0.66	0.52	0.70	0.59	0.66	0.48	0.68
F1-score	0.68	0.64	0.56	0.68	0.63	0.63	0.53	0.65