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Table 5 Comparison of miPlantPre against other methods

From: Prediction of plant pre-microRNAs and their microRNAs in genome-scale sequences using structure-sequence features and support vector machine

Methods Training dataset Testing dataset Features selected Classification results (%)
pos neg pos neg SE SP Acc Gm
Triplet-SVM 163 168 30 1000 32 93.30 88.10 90.66 90.66
MiPred 163 168 263 265 34 89.35 93.21 91.26 91.26
miPred 200 400 123 146 34 84.55 97.97 91.01 91.01
miRabela Not given clearly in the article 71.00 97.00 82.99 82.99
microPred SMOTE + outer-5-fold-cv 21 90.02 97.28 93.58 93.58
plantMiRNAPred outer-5-fold-cv 68 91.93 97.84 94.84 94.84
miPlantPre outer-5-fold-cv 47 95.50 98.82 97.16 97.16