Classifier | ACC. (%) | Spec. (%) | Prec. (%) | MCC (%) | Sen. (%) | AUC (%) |
---|---|---|---|---|---|---|
Logistic | 77.63 ± 1.03 | 81.19 ± 0.75 | 79.74 ± 0.91 | 55.40 ± 2.04 | 74.06 ± 1.41 | 84.27 ± 1.30 |
KNN | 82.04 ± 1.19 | 79.83 ± 2.26 | 80.72 ± 1.74 | 64.15 ± 2.32 | 84.24 ± 0.78 | 88.99 ± 0.81 |
Naive Bayes | 72.57 ± 1.16 | 73.74 ± 1.09 | 73.11 ± 1.04 | 45.15 ± 2.31 | 71.39 ± 1.91 | 77.30 ± 1.57 |
DecisionTree | 79.81 ± 0.66 | 79.73 ± 1.29 | 79.78 ± 1.01 | 59.63 ± 1.32 | 79.89 ± 0.60 | 79.81 ± 0.66 |
RandomForest | 85.83 ± 0.72 | 91.19 ± 0.34 | 90.14 ± 0.43 | 72.09 ± 1.38 | 80.47 ± 1.24 | 92.33 ± 0.47 |