Table 1.

Model’s performance on 78 surgical resection whole-slide images in our independent test set from DHMC.

Subtype	Accuracy	Precision	Recall	F1-score	AUROC
Normal	1.00 (1.00–1.00)	1.00 (1.00–1.00)	1.00 (1.00–1.00)	1.00 (1.00–1.00)	1.00 (1.00–1.00)
Oncocytoma	0.97 (0.95–1.00)	1.00 (1.00–1.00)	0.80 (0.63–0.95)	0.89 (0.77–0.97)	0.97 (0.91–1.00)
Chromophobe RCC	0.94 (0.90–0.97)	0.93 (0.84–1.00)	0.78 (0.65–0.89)	0.85 (0.76–0.92)	0.98 (0.95–1.00)
Clear cell 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)	0.98 (0.96–1.00)
Papillary RCC	0.96 (0.94–0.99)	0.87 (0.78–0.95)	1.00 (1.00–1.00)	0.93 (0.88–0.97)	0.99 (0.98–1.00)
Average	0.97 (0.95–0.98)	0.94 (0.91–0.97)	0.92 (0.87–0.95)	0.92 (0.88–0.96)	0.98 (0.97–1.00)

The 95% confidence interval is also included for each measure.