Table 9.
Best accuracy by classification method
| Feature selection method |
Group 1 |
Group 2 |
||||||
|---|---|---|---|---|---|---|---|---|
|
Classification method |
Classification method |
|||||||
| ANFIS | ANN | SVM | LR | ANFIS | ANN | SVM | LR | |
| GA |
70.95 |
52.43 |
61.43 |
68.10 |
74.76 |
51.48 |
74.76 |
74.76 |
| CC |
74.76 |
54.48 |
60.95 |
67.62 |
61.90 |
57.38 |
67.62 |
71.43 |
| ReliefF |
64.29 |
51.52 |
54.29 |
50.59 |
67.14 |
49.48 |
54.29 |
50.59 |
| CC-GA |
67.62 |
50.48 |
63.81 |
70.95 |
74.76 |
55.19 |
74.76 |
74.76 |
| ReliefF-GA | 67.62 | 56.76 | 64.29 | 61.43 | 93.81 | 84.62 | 74.76 | 74.76 |