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Table 1 Classification results obtained by outer 3-fold cross validation with different feature groups and feature selection

From: MiRenSVM: towards better prediction of microRNA precursors using an ensemble SVM classifier with multi-loop features

Feature Group num SE(%) SP(%) Gm(%) Acc(%)
triplet element 32 74.93 98.39 85.87 95.64
base pair 15 87.38 98.24 92.65 97.00
thermodynamics 18 87.07 98.99 92.84 97.59
all features 65 87.50 98.82 92.99 97.47
Selected by F-score 32 87.78 98.88 93.16 97.58