CNNdel: Calling Structural Variations on Low Coverage Data Based on Convolutional Neural Networks

Table 3

Comparisons of different batch sizes with learning rate of 0.1.

Batch				Run time
1	0.6641	0.6574	0.6607	31
8	0.7024	0.6906	0.6964	20
64	0.7001	0.7081	0.704	30
128	0.6809	0.7213	0.7005	28
256	0.6907	0.7017	0.6962	24
512	0.6941	0.6915	0.6928	30
1124	0.7153	0.6237	0.6664	70
2048	0.7191	0.5988	0.6535	86
4096	0.7122	0.53	0.6077	107
8192	0.701	0.4817	0.571	113

“” means -score. The unit of run time is seconds. “” indicates accuracy. “” indicates sensitivity.