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. 2014 May 7;11(Suppl 1):S6. doi: 10.1186/1742-4682-11-S1-S6

Table 3.

Binary classification results.

Classifier F-Measure Precision Recall AUC
Naïve Bayes 0.83 0.78 0.90 0.941
SVM 0.83 0.78 0.88 0.939
Random Forest 0.81 0.76 0.86 0.934
kNN 0.80 0.72 0.92 0.896
Decision Tree 0.75 0.75 0.75 0.780

Classifier results for the reduced set of features (650 features) after feature selection by mutual information