Table 2 The top 11 features selected by three different methods
From: Protein-protein interface hot spots prediction based on a hybrid feature selection strategy
No. | Decision treea | F-score | mRMR |
|---|---|---|---|
1 | BsRASA(37) | BsRASA(37) | BtRASA(35) |
2 | UsASA (14) | BtRASA(35) | DtASA1/2(48) |
3 | DpRASA1/2(52) | BpRASA (38) | B factor (11) |
4 | BsmDI (41) | BsASA (32) | CNSV (78) |
5 | CNSV (78) | BsmPI (45) | Hdrpi (5) |
6 | UpRASA (20) | BtASA (30) | BminPI (47) |
7 | CNSV_REL1 (79) | BtmPI (44) | DnASA5/2(74) |
8 | DtASA1/2(48) | BminPI (47) | BpRASA (38) |
9 | UpASA (15) | BpASA (33) | BtmDI (40) |
10 | UtmDI (22) | BnRASA (39) | BsASA (32) |
11 | Hdrpo (4) | BsmDI (41) | DtASA3/2((60) |