Table 2:
Performance comparison among BiPathCNN, the base path−only CNN, and codon path−only CNN
| Group | Tool | Evaluation on phage (%) | Evaluation on plasmid (%) | ||||
|---|---|---|---|---|---|---|---|
| TPR | FPR | AUC | TPR | FPR | AUC | ||
| Group A 100–400 bp | BiPathCNN | 84.96 | 18.01 | 91.82 | 59.91 | 14.14 | 83.05 |
| Base path−only | 81.86 | 24.58 | 87.50 | 56.96 | 17.60 | 78.50 | |
| Codon path−only | 86.84 | 20.47 | 91.85 | 62.15 | 16.65 | 82.26 | |
| Group B 400–800 bp | BiPathCNN | 90.75 | 8.37 | 97.21 | 74.56 | 13.37 | 89.64 |
| Base path−only | 88.76 | 17.46 | 93.87 | 72.37 | 18.86 | 85.57 | |
| Codon path−only | 84.95 | 5.93 | 96.57 | 82.98 | 23.10 | 88.32 | |
| Group C 800–1,200 bp | BiPathCNN | 95.24 | 7.75 | 98.54 | 78.09 | 10.95 | 91.84 |
| Base path−only | 92.09 | 17.71 | 95.47 | 73.31 | 15.12 | 88.02 | |
| Codon path−only | 94.60 | 12.44 | 97.55 | 73.17 | 12.41 | 89.22 | |