Table 3.

Class-wise metrics of the proposed model.

S. No.	Class Name	EfficientNet B0			Effimix			Combined Model
		F1	Precision	Recall	F1	Precision	Recall	F1	Precision	Recall
1	barretts-short	0.941	0.932	0.949	0.64	0.71	0.58	0.96	0.97	0.95
2	barretts	0.937	0.91	0.95	0.67	0.77	0.58	0.99	0.94	0.97
3	bbps-0-1	0.97	0.97	0.98	0.98	0.99	0.97	0.99	1	0.99
4	bbps-2-3	0.99	0.99	1	1	1	1	0.99	1	0.99
5	cecum	0.97	1	0.94	0.99	0.99	0.99	1	1	1
6	dyed-lifted-polyps	0.95	0.97	0.94	0.77	0.84	0.81	0.96	1	0.94
7	dyed-resection-margins	0.96	0.95	0.97	0.83	0.78	0.88	0.96	0.94	1
8	esophagitis-a	0.85	0.87	0.83	0.44	0.45	0.43	0.92	0.92	0.91
9	esophagitis-b-d	0.93	0.97	0.89	0.69	0.65	0.74	0.96	0.96	0.97
10	hemorrhoids	1	1	1	0.98	0.97	1	1	1	1
11	ileum	0.99	0.99	1	0.99	0.98	1	1	1	1
12	impacted-stool	0.99	0.99	0.98	0.99	0.99	1	0.99	0.99	1
13	polyps	1	1	1	0.98	0.99	0.98	0.99	1	0.99
14	pylorus	0.96	0.93	1	0.98	0.99	0.97	0.99	0.99	1
15	retroflex-rectum	0.98	0.99	0.97	0.94	0.97	0.91	0.99	0.99	0.98
16	retroflex-stomach	0.98	0.99	0.98	0.92	0.89	0.95	0.99	0.99	0.99
17	ulcerative-colitis-grade-0-1	0.93	0.88	0.99	0.94	0.91	0.96	0.98	0.96	1
18	ulcerative-colitis-grade-1-2	1	1	1	0.99	0.99	0.99	0.99	0.99	1
19	ulcerative-colitis-grade-1_	0.91	0.94	0.88	0.72	0.78	0.67	0.95	0.99	0.91
20	ulcerative-colitis-grade-2-3	0.97	1	0.95	0.94	0.89	0.99	0.99	0.98	1
21	ulcerative-colitis-grade-2	0.87	0.9	0.84	0.66	0.7	0.63	0.95	0.96	0.94
22	ulcerative-colitis-grade-3	0.95	0.92	0.98	0.86	0.8	0.93	0.96	0.92	1
23	z-line	0.88	0.84	0.92	0.6	0.54	0.68	0.95	0.96	0.94
	Average	0.95	0.95	0.95	0.84	0.85	0.85	0.97	0.97	0.97