Table 8.
Best accuracy for n-input model based on feature selection method
| Feature selection method |
Group 1 |
Group 2 |
||||||||
|---|---|---|---|---|---|---|---|---|---|---|
|
n-input model |
n-input model |
|||||||||
| 3 | 4 | 5 | 6 | 7 | 3 | 4 | 5 | 6 | 7 | |
| GA |
70.95 |
67.62 |
64.76 |
68.10 |
64.29 |
74.76 |
67.62 |
70.95 |
60.95 |
54.29 |
| CC |
64.29 |
74.76 |
67.62 |
67.62 |
64.29 |
71.43 |
71.43 |
64.76 |
68.10 |
67.62 |
| ReliefF |
61.43 |
50.59 |
58.10 |
64.29 |
64.29 |
54.29 |
54.29 |
48.10 |
67.14 |
67.14 |
| CC-GA |
67.62 |
67.62 |
63.81 |
70.95 |
64.76 |
74.76 |
70.48 |
61.43 |
64.29 |
64.29 |
| ReliefF-GA | 67.14 | 64.29 | 67.62 | 64.29 | 64.76 | 93.81 | 93.81 | 74.76 | 74.43 | 68.10 |