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

Table 4

Distribution list of new datasets.

	Datasets	Number of nodules	Number of nonnodules
New training dataset	Number 1	25	454	20
	Number 2	45	454	10
	Number 3	75	150	2
	Number 4	75	300	4
Testing dataset		75	454	6