Table 2.
The top 11 features selected by three different methods
| 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) |
aThe numbers in the parentheses columns 2–4 are the feature number in the (See Additional file 2: Table S4)