Table 2.
Data split for training, validating and testing CNN classifier.
Input for CNN Classifier | Total | Patch data | Herlev data | |
---|---|---|---|---|
Training | Normal | 1396 | 1200 | 196 |
Abnormal | 1760 | 1200 | 560 | |
Validation | Normal | 246 | 200 | 46 |
Abnormal | 315 | 200 | 115 | |
Testing | Normal | 660 | 660 | - |
Abnormal | 660 | 660 | - | |
Total | 5037 | 4120 | 917 |