A colonial serrated polyp classification model using white-light ordinary endoscopy images with an artificial intelligence model and TensorFlow chart

Table 9 NBI images model building accuracy results

learning rate	batch size	Epoch	Validation Accuracy rate	Training time
0.0001	4	83	0.88682431	About 13 to 14 s.
0.00005	4	94	0.87500000	About 13 to 14 s.
0.0001	4	119	0.88513511	About 13 to 14 s.
0.00005	4	147	0.88513511	About 13 to 14 s.
0.0001	8	47	0.88851351	About 13 to 14 s.
0.00005	8	142	0.88851351	About 13 to 14 s.

ISSN: 1471-230X