. 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 9.

LOSO Cross Validation Results from the Different Datasets Using SVM and RF, and Considering Only the Last 4 Minutes of the Rest Baseline as Not Stressed

Prediction Metrics	trim_zscore		trim_minmax		wins_zscore		wins_minmax
Prediction Metrics	SVM	RF	SVM	RF	SVM	RF	SVM	RF
Precision	0.80	0.78	0.70	0.81	0.79	0.78	0.76	0.78
Recall	0.81	0.74	0.59	0.67	0.69	0.68	0.59	0.67
F1-score	0.81	0.76	0.69	0.73	0.73	0.72	0.66	0.72