ECT Image Reconstruction Algorithm Based on Multiscale Dual-Channel Convolutional Neural Network

Table 5

Experimental results of different optimizers and learning rates.

Learning rate	0.0001		0.001		0.01		0.1		1
Optimizer	Train	Test	Train	Test	Train	Test	Train	Test	Train	Test
SGD	10.54	7.74	10.32	9.57	28.42	38.26	94.12	95.26	95.73	95.52
Adam	95.04	95.42	96.56	95.79	91.40	95.66	11.83	10.86	8.69	10.34
Adadelta	95.21	95.57	96.77	96.00	96.44	95.17	13.58	9.94	9.80	10.71