From: Data-driven meal events detection using blood glucose response patterns
ID:588 Meals: 43 | ||||||||
---|---|---|---|---|---|---|---|---|
Classifier | Predictions | FP | FN | TP | PPV | TPR | F\(_1\)-score | F\(_2\)-score |
AdaBoost | 49 | 17 | 11 | 32 | 0.65 | 0.74 | 0.70 | 0.72 |
Random Forest | 41 | 12 | 14 | 29 | 0.71 | 0.67 | 0.69 | 0.68 |
Gradient Boosting | 47 | 17 | 13 | 30 | 0.64 | 0.70 | 0.67 | 0.68 |
Decision Tree | 38 | 13 | 18 | 25 | 0.66 | 0.58 | 0.62 | 0.60 |
MLP | 38 | 13 | 18 | 25 | 0.66 | 0.58 | 0.62 | 0.60 |
Gaussian Naive Bayes | 36 | 15 | 22 | 21 | 0.58 | 0.49 | 0.53 | 0.50 |