Table 4 The results of feature selection for S_628
From: PseUI: Pseudouridine sites identification based on RNA sequence information
Feature subset | Sen (%) | Spe (%) | Acc (%) | MCC | Kernel scale | Box constraint |
|---|---|---|---|---|---|---|
NC | 71.97 | 45.22 | 58.60 | 0.1785 | 1 | 8 |
DC | 64.33 | 59.87 | 62.10 | 0.2423 | 0.25 | 1 |
pseDNC | 58.92 | 62.42 | 60.67 | 0.2135 | 0.25 | 0.5 |
PSNP | 50.96 | 72.93 | 61.94 | 0.2448 | 1 | 0.125 |
PSDP | 49.36 | 73.57 | 61.46 | 0.2363 | 0.25 | 0.03125 |
DC + NC | 59.55 | 61.78 | 60.67 | 0.2134 | 4 | 512 |
DC + pseDNC | 62.42 | 60.51 | 61.46 | 0.2293 | 1 | 1024 |
DC + PSNP | 63.69 | 65.29 | 64.49 | 0.2898 | 0.5 | 16 |
DC + PSDP | 60.51 | 66.88 | 63.69 | 0.2744 | 0.125 | 2 |
DC + PSNP+NC | 61.78 | 65.61 | 63.69 | 0.2741 | 0.25 | 1 |
DC + PSNP + pseDNC | 64.97 | 66.88 | 65.92 | 0.3185 | 0.25 | 2 |
DC + PSNP+PSDP | 63.38 | 67.20 | 65.29 | 0.3060 | 0.25 | 2 |
DC + PSNP+pseDNC+NC | 61.78 | 65.92 | 63.85 | 0.2773 | 0.25 | 2 |
DC + PSNP+pseDNC+PSDP | 62.74 | 67.52 | 65.13 | 0.3029 | 0.25 | 4 |