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Table 3 Prediction accuracy(%) and F-score(%) of CNNs trained on families of different sizes

From: Fast and accurate microRNA search using CNN

MethodRfam-300Rfam-120Rfam-60Rfam-30
 Acc.1F-scoreAcc.F-scoreAcc.F-scoreAcc.F-score
Pair matrix89.9189.9977.7176.8771.2768.8260.6056.32
Prob matrix83.6983.2872.8671.6169.8367.6659.3754.72
Mixed matrix87.7887.3274.9473.6766.1563.6753.3148.71
One-hot matrix99.2599.2598.8798.8898.4898.4597.7697.71
  1. 1Acc. refers to accuracy (%)