Table 4.

Precision, recall, and F1-score of the ResNet-101 model in the training, validation, and test sets in both the six-class and three-class classifications

Classification	Class	Training set				Validation set				Test set
		Precision	Recall	F1-score		Precision	Recall	F1-score		Precision	Recall	F1-score
Six-class	CS1	0.84	0.72	0.78		0.60	0.60	0.60		0.60	0.60	0.60
	CS2	0.52	0.58	0.55		0.55	0.60	0.57		0.64	0.70	0.67
	CS3	0.64	0.61	0.62		0.50	0.67	0.57		0.25	0.33	0.29
	CS4	0.75	0.80	0.77		0.67	0.72	0.69		0.52	0.60	0.56
	CS5	0.69	0.71	0.70		0.65	0.57	0.61		0.67	0.57	0.61
	CS6	0.83	0.81	0.82		0.65	0.61	0.63		0.88	0.78	0.82
Three-class	Class I	0.97	0.95	0.99		0.78	0.93	0.85		0.59	0.87	0.70
	Class II	0.90	0.87	0.94		0.82	0.58	0.68		0.82	0.29	0.43
	Class III	0.94	0.99	0.88		0.85	0.94	0.89		0.80	1.0	0.89

CS, cervical stage.