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 |