Table 4. Confusion matrix of model trained by integrated features from PS-OCT images with highest overall accuracy by forward searching.
Histopathology | ||||
---|---|---|---|---|
Malignant tumor | Fibro-adipose | Stroma | ||
Malignant tumor | 222 | 17 | 9 | |
Predicted | Fibro-adipose | 11 | 221 | 1 |
Stroma | 7 | 2 | 230 | |
Sensitivity | 92.5% | 92.1% | 95.8% | |
Specificity | 94.6% | 97.5% | 98.1% | |
NPV | 89.5% | 94.9% | 96.2% | |
PPV | 96.2% | 96.1% | 97.9% | |
Accuracy | 93.9% | 95.7% | 97.4% |