Lung Cancer Classification in Histopathology Images Using Multiresolution Efficient Nets

Table 3

The model evaluation results in terms of classification loss and accuracy.

Efficient net variants	Training		Validation		Testing		Model training time
	Accuracy	Loss	Accuracy	Loss	Accuracy	Loss
B0	0.95	0.37	0.93	0.37	0.96	0.34	09 minutes
B1	0.96	0.11	0.96	0.06	0.96	0.11	08 minutes
B2	0.97	0.07	0.07	0.97	0.97	0.07	07 minutes
B3	0.95	0.18	0.95	0.08	0.95	0.18	3 hours 17 minutes
B4	0.96	0.11	0.14	0.94	0.11	0.96	2 hours 33 minutes
B5	0.94	0.33	0.93	0.20	0.95	0.28	36 minutes
B6	0.93	0.22	0.96	0.21	0.94	0.47	2 hours 45 minutes
B7	0.95	3.05	0.92	2.79	0.95	2.75	54 minutes