Table 3.
Comparison of detection performance over Ringer, FANCI and Node2vec for domain classification using K-fold (for K = 5)
| Systems | Metrics | 1 | 2 | 3 | 4 | 5 | Average |
|---|---|---|---|---|---|---|---|
| Ringer | TPR | 0.956 | 0.955 | 0.958 | 0.958 | 0.956 | 0.957 |
| FPR | 0.018 | 0.020 | 0.024 | 0.020 | 0.020 | 0.020 | |
| ACC | 0.972 | 0.965 | 0.970 | 0.968 | 0.966 | 0.968 | |
| FANCI | TPR | 0.897 | 0.900 | 0.912 | 0.899 | 0.912 | 0.904 |
| FPR | 0.027 | 0.027 | 0.019 | 0.023 | 0.019 | 0.023 | |
| ACC | 0.939 | 0.936 | 0.937 | 0.938 | 0.947 | 0.939 | |
| Node2vec | TPR | 0.913 | 0.907 | 0.921 | 0.917 | 0.917 | 0.915 |
| FPR | 0.027 | 0.029 | 0.025 | 0.038 | 0.026 | 0.030 | |
| ACC | 0.941 | 0.938 | 0.947 | 0.939 | 0.944 | 0.942 |