Table 4 Performance indices for multi-class classification of benign and malignant subtypes
Magnification | Training: testing samples | Accuracy (%) | Precision | Recall | Top K- categorical accuracy |
|---|---|---|---|---|---|
40× | 1428:567 | 96.3 | 0.97 | 0.95 | 1.00 |
100× | 1278:803 | 92.6 | 0.92 | 0.93 | 0.9987 |
200× | 1185:828 | 88.04 | 0.87 | 0.88 | 0.9963 |
400× | 1353:467 | 92.51 | 0.92 | 0.93 | 1.00 |