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. 2023 Dec 8;23:282. doi: 10.1186/s12911-023-02380-4

Table 5.

Validation results per day for participant 588. Resulting values per day of the selected classifier (AdaBoost) validation on participant 588 data

ID:588 Classifier: AdaBoost
Day Meals Predictions FP FN TP PPV TPR F1-score F2-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

FP false positives, FN false negatives, TP true positives, PPV (precision) positive predictive value, TPR (recall) true positive rate