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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
  1. 1Seq represents the sequence features
  2. 2Str represents the structural features
  3. 3Pos represents the positional features
  4. 4The boldface is the best value in the column