Survival estimation of oral cancer using fuzzy deep learning

BMC Oral Health

Table 2 Multiclass classification performances of deep learning in estimation of oral cancer survival time

Class	Precision	Recall (Sensitivity)	F1-score	Accuracy	Specificity	AUC of ROC curve
Class 0: 0 – 12 months	0.74	0.45	0.56	0.81	0.82	0.86
Class 1: 13 – 24 months	0.38	0.62	0.47	0.84	0.95	0.87
Class 2: 25 – 36 months	0.29	0.29	0.29	0.91	0.95	0.84
Class 3: 37 – 48 months	0.29	0.50	0.36	0.94	0.98	0.90
Class 4: 49 – 60 months	0.00	0.00	0.00	0.99	0.99	0.97
Class 5: > 60 months	0.97	1.00	0.98	0.98	1.00	1.00
				Overall accuracy = 0.74

ISSN: 1472-6831