Computer-Aided Lung Nodule Recognition by SVM Classifier Based on Combination of Random Undersampling and SMOTE

Figure 1

Illustration of SVM classification performance under different datasets.

(a) Classification under balanced dataset

(b) Classification under unbalanced dataset