Table 8 Overview of results from models after ByPatch/ByPatchByClass harmonization: all the presented models use the StandardScaling method for the normalization.
Dataset | Model Configuration | Training (%) | Validation (%) | Testing (%) |
|---|---|---|---|---|
IDC | Configuration 6 | 96.26 | 95.60 | 81.00 |
IDC | Configuration 7 | 99.95 | 99.93 | 76.63 |
IDC | Configuration 8 | 95.92 | 95.29 | 82.00 |
IDC | Configuration 9 | 99.99 | 99.98 | 76.00 |
BreaKHis | Configuration 6 | 99.61 | 96.00 | 89.00 |
BreaKHis | Configuration 7 | 100 | 98.99 | 81.00 |
BreaKHis | Configuration 8 | 100 | 94.80 | 90.00 |
BreaKHis | Configuration 9 | 100 | 98.46 | 81.00 |
