Table 1. Confusion matrix detailing the multiclass classification results of PS-OCT measurements of different breast tissues using LDA with leave-one tissue site-out, cross-validation methodology.
Histopathology | ||||
---|---|---|---|---|
Adipose | Stroma | IDC | ||
PS-OCT
measure-ments |
Adipose | 67 | 29 | 5 |
Stroma | 0 | 230 | 1 | |
IDC | 3 | 4 | 59 | |
Sensitivity (%) | 95.7 | 87.5 | 90.8 | |
Specificity (%) | 89.6 | 80.2 | 97.9 | |
Accuracy (%) | 90.7 | 91.5 | 96.7 |