TABLE II.
PRECISION, RECALL (SENSITIVITY), AND F1-SCORE FOR DIFFERENT EPOCHS, FOR LABORATORY PART. ALL VALUES ARE IN PERCENT. EPOCH SIZES ARE IN SECONDS.
| Epoch (sec) | Precision (%) | Recall (%) | F1-score (%) |
|---|---|---|---|
| 3 | 90.3 +/− 4.9 | 92 +/− 7.2 | 90.9 +/− 4.4 |
| 5 | 90.1 +/− 7.8 | 93.6 +/− 6.7 | 91.3 +/− 5.4 |
| 10 | 90.2+/− 11.5 | 93.9 +/− 7.8 | 91.5 +/− 5.8 |
| 15 | 84.6 +/− 13.4 | 87 +/− 20.5 | 83.6+/− 16 |
| 20 | 88.6 +/− 16.9 | 94.8 +/− 9.0 | 90.1+/− 11.8 |
| 25 | 84.1+/− 23.5 | 90.6 +/− 10.6 | 83.8 +/− 18.9 |
| 30 | 83.9 +/− 16.8 | 98.3+/− 0.1 | 89.5 +/− 10.9 |