Table 3.

Neural network performance in feature prediction

Feature	Accuracy	Recall	Precision	F1 Score	Area under the Curve
Appearance
Coarse granular	0.84	0.61	0.34	0.44	0.85
Fine granular	0.94	0.76	0.43	0.47	0.83
Distribution
Segmental	0.81	0.50	0.36	0.42	0.81
Global	0.82	0.74	0.87	0.79	0.89
Location
Mesangial	0.84	0.78	0.71	0.74	0.89
Capillary wall	0.81	0.77	0.66	0.71	0.87
Continuous regular capillary wall	0.91	0.82	0.75	0.78	0.94
Irregular capillary wall	0.79	0.67	0.49	0.57	0.84