Feature Set | Classifier | Accuracy | Precision | Recall (Sensitivity) | Specificity | F-Score | AUC |
---|---|---|---|---|---|---|---|
FSC22 | DT | 78.31 | 66.81 | 86.79 | 69.03 | 75.50 | 78.31 |
LR | 76.57 | 70.38 | 80.34 | 70.25 | 75.03 | 76.60 | |
SVM | 78.62 | 65.55 | 88.76 | 65.33 | 75.42 | 78.69 | |
GBC | 78.54 | 67.17 | 86.95 | 67.18 | 75.79 | 78.65 | |
RF | 78.67 | 67.97 | 86.49 | 68.00 | 76.12 | 78.67 | |
SE | 79.60 | 70.85 | 87.19 | 71.12 | 80.03 | 79.82 | |
FSC43 | DT | 75.27 | 71.27 | 77.50 | 70.95 | 74.26 | 75.24 |
LR | 80.90 | 74.75 | 85.24 | 74.72 | 79.66 | 80.93 | |
SVM | 80.68 | 71.19 | 87.88 | 70.90 | 78.65 | 80.59 | |
GBC | 82.02 | 77.52 | 85.20 | 77.48 | 81.17 | 82.12 | |
RF | 81.88 | 75.47 | 86.59 | 75.61 | 80.65 | 81.91 | |
SE | 89.93 | 87.10 | 91.18 | 87.04 | 89.90 | 89.77 | |
FSC67 | DT | 75.41 | 76.00 | 75.13 | 76.16 | 75.56 | 75.32 |
LR | 73.54 | 69.76 | 75.48 | 69.69 | 72.51 | 73.49 | |
SVM | 74.66 | 83.78 | 73.96 | 83.81 | 78.46 | 74.35 | |
GBC | 82.37 | 79.03 | 84.70 | 78.84 | 81.77 | 82.26 | |
RF | 82.30 | 75.7 | 87.24 | 75.74 | 81.13 | 82.17 | |
SE | 90.56 | 88.02 | 91.37 | 88.10 | 90.58 | 90.00 | |
FFS | DT | 73.93 | 74.90 | 72.77 | 74.67 | 73.82 | 73.97 |
LR | 81.74 | 74.02 | 86.82 | 74.11 | 79.91 | 81.60 | |
SVM | 68.52 | 75.10 | 65.67 | 74.97 | 70.07 | 68.64 | |
GBC | 82.89 | 76.17 | 87.34 | 76.19 | 81.38 | 82.77 | |
RF | 80.49 | 70.02 | 87.76 | 70.13 | 77.89 | 80.31 | |
SE | 90.55 | 87.14 | 92.19 | 87.06 | 90.55 | 89.85 |