Table 4 Feature subset selected for group 1
Method | Feature subset selected |
|---|---|
GA | |
3-input | Gen,Smo,PN |
4-input | Dri,Inv,PN,Size |
5-input | Dri,Node,PT,PN,Size |
6-input | Age,Gen,Smo,Inv,PT,Size |
7-input | Age,Eth,Chew,Inv,Node,PN,Size |
CC | |
3-input | Age,Inv,PN |
4-input | Age,Gen,Inv,PN |
5-input | Age,Gen,Inv,PN,Size |
6-input | Age,Gen,Inv,PN,Sta,Size |
7-input | Age,Gen,Dri,Inv,PN,Sta,Size |
ReliefF | |
3-input | Eth,Dri,Sta |
4-input | Age,Eth,Dri,Sta |
5-input | Age,Eth,Dri,Sta,Tre |
6-input | Age,Eth,Gen,Dri,Sta,Tre |
7-input | Age,Eth,Gen,Dri,PT,Sta,Tre |
CC-GA | |
3-input | PT,PN,Sta |
4-input | Dri,Inv,PN,Size |
5-input | Age,Gen,Inv,PN,Size |
6-input | Gen,Dri,Node,PT,PN,Sta |
7-input | Gen,Dri,Chew,Inv,Node,PN,Size |
ReliefF-GA | |
3-input | Gen,Inv,Node |
4-input | Gen,Dri,Inv,Node |
5-input | Gen,Dri,Inv,Node,PT |
6-input | Eth,Gen,Dri,Inv,Node,PT |
7-input | Age,Eth,Gen,Smo,Dri,Node,Tre |