Improved Pre-miRNA Classification by Reducing the Effect of Class Imbalance

Table 8

The statistic results obtained by using paired t-test over the prediction performance of MiRNAClassify and that of another classification model.

p value	SVM	Naive Bayes	Random Forest
			0.0015
p value	SVM + SMOTE	Naive Bayes + SMOTE	Random Forest + SMOTE
	0.0019	0.0010	0.0028