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Table 3 Performances of prediction algorithms related to validated interactions in Table 2

From: MiRNATIP: a SOM-based miRNA-target interactions predictor

Algorithm ACC % PPV % TPR % TNR % FNR % FPR % F1 % MCC
PITA 30.8 99.8 30.5 87.2 69.5 12.5 46.7 0.02750
MiRanda 26.7 99.5 25.8 75.0 74.1 25.0 41.0 0.00133
MirSOM 18.7 99.8 18.3 93.7 81.6 6.2 30.9 0.02195
DIANA-microT 5.8 100.0 5.3 100.0 94.6 0.0 10.2 0.01676
miRNATIP 31.2 99.9 30.9 93.7 69.0 6.2 47.3 0.03761
  1. Statistical measures reported in this table are accuracy (ACC), precision (PPV), sensitivity (TPR), specificity (TNR), miss-rate (FPR), F1-measure (F1) and Matthews correlation (MCC), respectively