Dataset | Base Learner | AdaBoost | Bagging | |||||||||
RF | DS | SVM | LR | RF | DS | SVM | LR | RF | DS | SVM | LR | |
PC1 | 0.72 | 0.70 | 0.76 | 0.77 | 0.68 | 0.66 | 0.76 | 0.74 | 0.73 | 0.66 | 0.76 | 0.77 |
PC3 | 0.64 | 0.61 | 0.73 | 0.74 | 0.64 | 0.64 | 0.73 | 0.73 | 0.67 | 0.65 | 0.73 | 0.74 |
PC4 | 0.81 | 0.73 | 0.82 | 0.83 | 0.79 | 0.73 | 0.82 | 0.80 | 0.84 | 0.81 | 0.82 | 0.83 |
PC5 | 0.70 | 0.66 | 0.68 | 0.68 | 0.69 | 0.65 | 0.68 | 0.67 | 0.71 | 0.71 | 0.68 | 0.68 |
JM1 | 0.62 | 0.59 | 0.63 | 0.63 | 0.63 | 0.62 | 0.63 | 0.63 | 0.64 | 0.62 | 0.63 | 0.63 |
KC2 | 0.74 | 0.67 | 0.77 | 0.77 | 0.74 | 0.66 | 0.77 | 0.78 | 0.75 | 0.71 | 0.77 | 0.77 |
KC3 | 0.69 | 0.69 | 0.66 | 0.67 | 0.65 | 0.71 | 0.66 | 0.63 | 0.67 | 0.71 | 0.66 | 0.66 |
MC1 | 0.66 | 0.58 | 0.75 | 0.71 | 0.65 | 0.57 | 0.75 | 0.70 | 0.67 | 0.61 | 0.75 | 0.71 |
MC2 | 0.61 | 0.59 | 0.59 | 0.58 | 0.63 | 0.61 | 0.59 | 0.61 | 0.63 | 0.66 | 0.59 | 0.61 |
CM1 | 0.58 | 0.56 | 0.68 | 0.63 | 0.56 | 0.57 | 0.68 | 0.68 | 0.57 | 0.59 | 0.68 | 0.65 |