Table 6 Test results per day for participant 588. Resulting values of the selected model (AdaBoost) tested 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 |
2021-10-15 | 5 | 4 | 3 | 4 | 1 | 0.25 | 0.20 | 0.22 | 0.21 |
2021-10-16 | 2 | 3 | 2 | 1 | 1 | 0.33 | 0.50 | 0.40 | 0.45 |
2021-10-17 | 4 | 8 | 6 | 2 | 2 | 0.25 | 0.50 | 0.33 | 0.42 |
2021-10-18 | 3 | 2 | 1 | 2 | 1 | 0.50 | 0.33 | 0.40 | 0.36 |
2021-10-19 | 4 | 7 | 3 | 0 | 4 | 0.57 | 1.00 | 0.73 | 0.87 |
2021-10-20 | 4 | 6 | 2 | 0 | 4 | 0.67 | 1.00 | 0.80 | 0.91 |
2021-10-21 | 4 | 4 | 0 | 0 | 4 | 1.00 | 1.00 | 1.00 | 1.00 |
2021-10-22 | 2 | 5 | 3 | 0 | 2 | 0.40 | 1.00 | 0.57 | 0.77 |
2021-10-23 | 2 | 3 | 1 | 0 | 2 | 0.67 | 1.00 | 0.80 | 0.91 |
2021-10-24 | 4 | 8 | 4 | 0 | 4 | 0.50 | 1.00 | 0.67 | 0.83 |
Average | 3.4 | 5.0 | 2.5 | 0.9 | 2.5 | 0.51 | 0.75 | 0.59 | 0.67 |