Table 7 The comparison between results before and after PFBS-RFS-RFE
Datasets | Before PFBS-RFS-RFE | After PFBS-RFS-RFE | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
ACC % | Overfitting Diff% | No.F | C-time | Var. | ACC % | Overfitting Diff% | NO. F | C-time | Var. | |
RNA gene | 99.800 | 0.200 | 20,531 | 16.547 | 0.000015 | 99.994 | 0.006 | 119.200 | 0.307 s | 0.0000004 |
DNA CNV | 85.000 | 12.600 | 16,381 | 170 s | 0.000580 | 92.762 | 2.763 | 675.000 | 0.981 s | 0.000230 |
Parkinson’s disease | 93.677 | 0.800 | 753 | 2.000 s | 0.000634 | 95.000 | 5.000 | 113.850 | 1.134 s | 0.000620 |
Dermatology diseases | 97.807 | 0.493 | 34 | 0.003 s | 0.000810 | 100.000 | 0.0 | 10.000 | 0.500 s | 0.0 |
BreastEW | 75.928 | 2.072 | 30 | 0.500 s | 0.002092 | 98.000 | 2.000 | 13.300 | 0.428 s | 0.000300 |