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Table 5 Results for the c-Jun gene case study (Methy: Methy-RNA; NPPS: RAM-NPPS)

From: Imbalance learning for the prediction of N6-Methylation sites in mRNAs

Case Methods Precision Recall F1 MCC
c-JUN Methy 0.3428 0.96 0.5052 -0.0542
  NPPS 0.5384 0.56 0.549 0.3019
  SRAMP 0.75 0.48 0.5853 0.4522
  HMpre 0.8571 0.72 0.7826 0.6872
HIV-1 Methy 0.1702 0.6666 0.2711 -0.1045
  NPPS 0.1935 0.5 0.279 0
  SRAMP 0.6 0.25 0.3529 0.2727
  HMpre 0.6256 0.4166 0.5 0.4203
  1. These data in boldface just means the largest values in each metrics