Table 1 Coverage results
Test set (Total samples) | optimizer | epoch | minimum computation time(s) | Highest coverage rate ( selected/total) | Identification Frequency (%) |
|---|---|---|---|---|---|
WOS T1 ( 301) | Adam | 200 | 343 | 1/9 | 20 |
100 | 76.516 | ||||
50 | 78.596 | ||||
Adamax | 200 | 351.103 | 0/9 | 0 | |
100 | 106.240 | ||||
50 | 91.683 | ||||
Pubmed T2 ( 98) | Adam | 200 | 337.565 | 1/7 | 40 |
100 | 90.814 | ||||
50 | 81.079 | ||||
Adamax | 200 | 331.719 | 2/7 | 40 | |
100 | 129.784 | ||||
50 | 83.186 | ||||
WOS T3 ( 53) | Adam | 200 | 351.416 | 3/4 | 80 |
100 | 75.448 | ||||
50 | 76.222 | ||||
Adamax | 200 | 345.064 | 2/4 | 80 | |
100 | 143.646 | ||||
50 | 87.936 | ||||
Pubmed T4 ( 60) | Adam | 200 | 334.702 | 3/4 | 40 |
100 | 106.955 | ||||
50 | 85.363 | ||||
Adamax | 200 | 336.015 | 2/4 | 80 | |
100 | 173.420 | ||||
50 | 88.835 |