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Table 2 One-class results obtained from triplet-SVM and RNAmicro1.1 tools based on their specific features.

From: Learning from positive examples when the negative class is undetermined- microRNA gene identification

  triplet-SVM (Human) RNAmicro1.1
Method Sen Spe MCC Sen Spe MCC
OC-SVM 0.93 0.78 0.72 0.93 0.94 0.87
OC-Gaussian 0.90 0.88 0.78 0.90 0.96 0.87
OC-Kmeans 0.98 0.8 0.79 0.93 0.92 0.84
OC-PCA 0.97 0.79 0.77 0.90 0.96 0.86
OC-KNN 0.93 0.84 0.77 0.91 0.95 0.87
Original study results 0.93 0.88 0.81 0.84 0.99 0.84
  1. The last row has the originally reported results.