Table 14.
Field Evaluation for Predicting Stress Using SVM and RF Models Developed with the trim_zscore Lab Data
Prediction Metrics | With Physical Activity | Removing Physical Activity | ||
---|---|---|---|---|
SVM | RF | SVM | RF | |
Precision | 0.46 | 0.42 | 0.58 | 0.49 |
Recall | 0.57 | 0.55 | 0.67 | 0.61 |
F1-score | 0.51 | 0.48 | 0.62 | 0.54 |