Table 2 The statistics of the numbers of feature genes extracted by the test algorithms: Synthetic dataset.
| Â | Mean | Std. | Median | Min. | Max. |
|---|---|---|---|---|---|
SVM-ema | 17.90 (16.63) | 1.40 | 18.00 | 15.00 | 23.00 |
SVM-ttt | 43.27 (19.00) | 4.72 | 43.00 | 31.00 | 56.00 |
SVM-rfe | 65.38 (19.00) | 4.62 | 66.00 | 50.00 | 75.00 |
SVM-mcs | 448.01 (18.93) | 36.92 | 455.50 | 356.00 | 500.00 |
BLogReg | 2.45 (1.00) | 0.56 | 2.00 | 2.00 | 4.00 |
STW | 45.42 (8.51) | 6.24 | 47.00 | 16.00 | 48.00 |