Table 3.

Classification performance of EfficientNet-Hill on the external test set

Category	precision	recall(sensitivity)	specificity	f1-score	accuracy	AP	AUC	MCC
Hill I;	0.951	0.886	0.989	0.918	0.886	0.966	0.994	0.899
Hill II	0.824	0.778	0.967	0.800	0.778	0.901	0.969	0.762
Hill III	0.769	0.857	0.879	0.811	0.857	0.931	0.964	0.717
Hill IV	0.848	0.812	0.933	0.83	0.812	0.959	0.980	0.754
macro avg	0.848	0.833	0.942	0.84	0.833	0.939	0.977	0.783
weighted avg	0.840	0.836	0.933	0.836	0.836	0.942	0.976	0.773