Table 7 Evaluation of the metric parameters for the seven classifiers of the continuous case testing method
|  | SVM | Ensemble | KNN | LD | Logistic regression | Decision tree | Naïve Bayes |
|---|---|---|---|---|---|---|---|
TP | 41 | 42 | 38 | 42 | 41 | 41 | 32 |
TN | 31 | 31 | 30 | 28 | 25 | 28 | 24 |
FP | 9 | 9 | 10 | 12 | 15 | 12 | 13 |
FN | 1 | 0 | 4 | 0 | 1 | 1 | 11 |
Accuracy | 87.80488 | 89.02439 | 82.92683 | 85.36585 | 80.4878 | 84.14634 | 70 |
Sensitivity | 97.61905 | 100 | 90.47619 | 100 | 97.61905 | 97.61905 | 74.42 |
Specificity | 77.5 | 77.5 | 75 | 70 | 62.5 | 70 | 64.86 |
PositivePre | 82 | 82.35294 | 79.16667 | 77.77778 | 73.21429 | 77.35849 | 71.11 |
F1 | 89.13043 | 90.32258 | 84.44444 | 87.5 | 83.67347 | 86.31579 | 72.73 |
FallOut | 22.5 | 22.5 | 25 | 30 | 37.5 | 30 | 35.14 |
MisRate | 2.380952 | 0 | 9.52381 | 0 | 2.380952 | 2.380952 | 25.58 |