Table 5 Validation results per day for participant 588. Resulting values per day of the selected classifier (AdaBoost) validation on participant 588 data
From: Data-driven meal events detection using blood glucose response patterns
ID:588 Classifier: AdaBoost | |||||||||
|---|---|---|---|---|---|---|---|---|---|
Day | Meals | Predictions | FP | FN | TP | PPV | TPR | F\(_1\)-score | F\(_2\)-score |
2021-10-05 | 4 | 6 | 2 | 0 | 4 | 0.67 | 1.00 | 0.80 | 0.91 |
2021-10-06 | 4 | 6 | 2 | 0 | 4 | 0.67 | 1.00 | 0.80 | 0.91 |
2021-10-07 | 4 | 5 | 2 | 1 | 3 | 0.60 | 0.75 | 0.67 | 0.71 |
2021-10-08 | 5 | 4 | 1 | 2 | 3 | 0.75 | 0.60 | 0.67 | 0.62 |
2021-10-09 | 3 | 5 | 3 | 1 | 2 | 0.40 | 0.67 | 0.50 | 0.59 |
2021-10-10 | 3 | 2 | 1 | 2 | 1 | 0.50 | 0.33 | 0.40 | 0.36 |
2021-10-11 | 5 | 6 | 2 | 1 | 4 | 0.67 | 0.80 | 0.73 | 0.77 |
2021-10-12 | 6 | 4 | 2 | 4 | 2 | 0.50 | 0.33 | 0.40 | 0.36 |
2021-10-13 | 4 | 6 | 2 | 0 | 4 | 0.67 | 1.00 | 0.80 | 0.91 |
2021-10-14 | 5 | 5 | 0 | 0 | 5 | 1.00 | 1.00 | 1.00 | 1.00 |
Average | 4.3 | 4.9 | 1.7 | 1.1 | 3.2 | 0.64 | 0.75 | 0.68 | 0.71 |