Research Article
Computer-Aided Lung Nodule Recognition by SVM Classifier Based on Combination of Random Undersampling and SMOTE
Table 2
Distribution list of ROI sample datasets.
| | ROI dataset | Number of nodules | Number of nonnodules |
| | Original training samples | 75 | 454 |
| | Balanced training samples by SMOTE method | 375 | 454 |
| | Balanced training samples by RU-SMOTE method | 225 | 227 |
| | Testing data | 75 | 454 |
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