Feature Representation Using Deep Autoencoder for Lung Nodule Image Classification

Table 3

Performance with different parameters.

Parameters setting			Performance
15	1 (50)	200		0.8199
15	1 (50)	400	0.832
15	1 (50)	600	0.829
15	2 (100, 50)	200	0.858
15	2 (100, 50)	400	0.86
15	2 (100, 50)	600	0.845
15	3 (150, 100, 50)	200	0.836
15	3 (150, 100, 50)	400	0.845
15	3 (150, 100, 50)	600	0.85
25	1 (50)	200	0.83
25	1 (50)	400	0.842
25	1 (50)	600	0.849
25	2 (100, 50)	200	0.887
25	2 (100, 50)	400	0.895
25	2 (100, 50)	600	0.891
25	3 (150, 100, 50)	200	0.835
25	3 (150, 100, 50)	400	0.832
25	3 (150, 100, 50)	600	0.86
40	1 (50)	200	0.824
40	1 (50)	400	0.82
40	1 (50)	600	0.813
40	2 (100, 50)	200	0.824
40	2 (100, 50)	400	0.815
40	2 (100, 50)	600	0.833
40	3 (150, 100, 50)	200	0.81
40	3 (150, 100, 50)	400	0.80
40	3 (150, 100, 50)	600	0.806