Table 3.

Model’s performance metrics and their 95% confidence intervals on 79 biopsy whole-slide images from DHMC.

Subtype	Accuracy	Precision	Recall	F1–score	AUROC
Oncocytoma	0.96 (0.94–0.99)	1.00 (1.00–1.00)	0.87 (0.79–0.95)	0.93 (0.88–0.98)	1.00 (1.00–1.00)
Clear cell RCC	0.96 (0.94–0.99)	1.00 (1.00–1.00)	0.91 (0.85–0.97)	0.95 (0.92–0.98)	0.95 (0.89–1.00)
Papillary RCC	0.97 (0.95–1.00)	0.91 (0.83–0.98)	1.00 (1.00–1.00)	0.95 (0.91–0.99)	0.99 (0.97–1.00)
Average	0.97 (0.94–0.99)	0.97 (0.94–0.99)	0.93 (0.88–0.97)	0.95 (0.90–0.98)	0.98 (0.96–1.00)