Table 2 The performance of different features
From: LightCpG: a multi-view CpG sites detection on single-cell whole genome sequence data
Feature | No. | Acc(%) | AUC | AUPR | Fscore(%) | MCC(%) | Pre(%) | SP(%) | SE(%) |
|---|---|---|---|---|---|---|---|---|---|
Seq | 84 | 76.72 | 0.7749 | 0.5280 | 40.49 | 29.23 | 56.77 | 91.12 | 32.56 |
Str | 175 | 77.48 | 0.8154 | 0.5468 | 48.68 | 35.17 | 56.99 | 88.70 | 43.00 |
Pos | 292 | 90.35 | 0.9398 | 0.8587 | 79.56 | 73.49 | 85.06 | 95.46 | 74.80 |
Seq+Str | 259 | 78.73 | 0.8285 | 0.5956 | 49.47 | 37.84 | 61.48 | 90.32 | 42.65 |
All | 551 | 90.48 | 0.9438 | 0.8597 | 79.89 | 73.86 | 85.11 | 95.43 | 75.39 |