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. 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 13.

LOSO Cross-Validation Results for a Multiclass Classification Among Stress-Induced Periods, with the trim_zscore Dataset, Using Linear SVM and RF Classifiers

Prediction Metrics SVM RF
Math Class Book Class Cold Class Math Class Book Class Cold Class
Precision 0.79 0.72 0.94 0.78 0.72 0.63
Recall 0.85 0.76 0.34 0.83 0.77 0.51
F1-score 0.82 0.74 0.50 0.80 0.74 0.56