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. 2016 Jun 22;6:28517. doi: 10.1038/srep28517

Table 6. Performance comparisons between PEDLA and DEEP in Hela-S3 and K562 cell lines.

  Hela-S3
K562
  PEDLA DEEP DEEP PEDLA DEEP DEEP
Number of prediction 29308 37128 29707 32503 94186 31693
Performance metrics Accuracy 96.82% 96.20% 95.85% 95.60% 91.09% 93.32%
Sensitivity 97.09% 83.63% 62.82% 96.69% 76.15% 25.52%
Specificity 96.80% 97.26% 98.64% 95.51% 92.37% 99.12%
GM 96.95% 90.19% 78.72% 96.10% 83.87% 50.30%
F1-score 82.64% 77.42% 70.22% 77.61% 57.41% 37.60%
Validation rate DHS 38.98% 32.19% 34.04% 36.21% 15.58% 27.43%
P300 26.32% 18.98% 20.52% 44.13% 35.25% 43.30%
Misclassification rate 12.85% 13.01% 12.11% 11.41% 6.73% 10.17%