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Table 4 Performance of five-fold cross-validation and three-way data split for the benchmark data sets.

From: Predicting RNA-binding sites of proteins using support vector machines and evolutionary information

Data set Measurements Spec. (%) Sens. (%) Acc (%) MCC Threshold
RBP86 5-fold CV 90.36 79.95 87.99 0.68 0.36
  3-way data split 90.01 79.64 87.65 0.67 0.36
RBP109 5-fold CV 93.88 64.62 89.70 0.58 0.35
  3-way data split 94.14 60.63 89.36 0.56 0.35
RBP107 5-fold CV 80.87 77.14 80.44 0.42 0.11
  3-way data split 80.65 73.62 79.84 0.40 0.12