Table 2 Precision, sensitivity, F1-score, and AUC results of the model inferred with test set.
Precision | sensitivity | F1-score | AUC | |
|---|---|---|---|---|
Normal renal tissue | 0.959 (0.958–0.960) | 0.910 (0.908–0.911) | 0.934 (0.933–0.934) | 0.987 (0.986–0.987) |
Benign tumor | 0.620 (0.617–0.623) | 0.764 (0.760–0.767) | 0.684 (0.682–0.687) | 0.949 (0.949–0.950) |
Malignant tumor | 0.887 (0.886–0.888) | 0.869 (0.868–0.871) | 0.878 (0.877–0.879) | 0.957 (0.957–0.958) |
Weighted Avg | 0.887 (0.886–0.888) | 0.874 (0.874–0.875) | 0.879 (0.879–0.880) | 0.969 (0.969–0.969) |
