A Two-Step Feature Selection Method to Predict Cancerlectins by Multiview Features and Synthetic Minority Oversampling Technique

Table 3

Prediction results with and without SMOTE on the full features using 5-fold cross-validation.

Method	Sensitivity	Specificity	Accuracy	MCC
Without SMOTE	0.461	0.717	0.604	0.085
With SMOTE	0.704	0.695	0.699	0.398