Table 8.
Overall training time cost comparison of CNN-XG, CRISPR-ONT, C-RNNCrispr and DeepHF on five datasets under 10-fold cross-validation.
Model | ESP | HF | xCas | SpCas9 | Sniper |
---|---|---|---|---|---|
CNN-XG | 694 | 601 | 470 | 456 | 725 |
CRISPR-ONT | 4123 | 2700 | 2616 | 2170 | 2640 |
C-RNNCrispr | 161,200 | 15,463 | 10,340 | 9266 | 10,410 |
DeepHF | 37,860 | 36,287 | 24,289 | 19,320 | 24,018 |
The running time of C-RNNCrispr was derived from CRISPR-ONT [34].