Accuracy | AUC | Classification method | Selected features | |
---|---|---|---|---|
Group 1 | ||||
CC-3-input | 74.76 | 0.70 | ANFIS | Age,Inv,PN |
GA-3-input | 70.95 | 0.66 | ANFIS | PT,PN,Sta |
CC-GA-6-input | 70.95 | 0.73 | LR | Gen,Dri,Node,PT,PN,Sta |
Group 2 | ||||
ReliefF-GA-3-input | 93.81 | 0.90 | ANFIS | Dri,Inv,p63 |
ReliefF-GA-4-input | 93.81 | 0.90 | ANFIS | Dri,Inv,Tre,p63 |
ReliefF-GA-3-input | 84.62 | 0.83 | ANN | Dri,Inv,p63 |
ReliefF-GA-3-input | 84.62 | 0.83 | ANN | Dri,Inv,p63 |
GA-3-input | 74.76 | 0.74 | ANFIS | Inv,Node,p63 |
CC-GA-3-input | 74.76 | 0.70 | ANFIS | Inv,Node,p63 |
CC-GA-3-input | 74.76 | 0.70 | SVM | Inv,Node,p63 |
CC-GA-3-input | 74.76 | 0.70 | LR | Inv,Node,p63 |
ReliefF-GA-3-input | 74.76 | 0.70 | SVM | Dri,Inv,p63 |
ReliefF-GA-3-input | 74.76 | 0.70 | LR | Dri,Inv,p63 |
Relief-GA-4-input | 74.76 | 0.70 | LR | Dri,Inv,Tre,p63 |
Relief-GA-5-input | 74.76 | 0.70 | SVM | Age,Gen,Smo,Dri,p63 |
Relief-GA-6-input | 74.43 | 0.66 | SVM | Age,Gen,Smo,Dri,Inv,p63 |
Relief-GA-4-input | 73.38 | 0.75 | ANN | Dri,Inv,Tre,p63 |
Relief-GA-4-input | 71.43 | 0.68 | SVM | Dri,Inv,Tre,p63 |
Relief-GA-5-input | 71.43 | 0.68 | LR | Age,Gen,Smo,Dri,p63 |
CC-3-input | 71.43 | 0.67 | LR | Inv,PN,p63 |
CC-4-input | 71.43 | 0.67 | LR | Age,Inv,PN,p63 |
CC-GA-4-input | 70.48 | 0.71 | ANFIS | Gen,Inv,Size,p53 |