Table 2.
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 |
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 |