Table 3.
Results of the ablation analysis of the GNCM on test dataset
| Algorithm | Accuracy | F1 | Precision | Recall | Cross-Entropy Loss |
|---|---|---|---|---|---|
| GNCM with parameter embedding dim = 150 | 0.9960 | 0.9957 | 0.9947 | 0.9967 | 0.0126 |
| GNCM with parameter embedding dim = 100 | 0.9757 | 0.9745 | 0.9700 | 0.9804 | 0.0328 |
| GNCM with parameter embedding dim = 50 | 0.9676 | 0.9659 | 0.9627 | 0.9698 | 0.0752 |
| GNCM with parameter embedding dim = 30 | 0.9474 | 0.9453 | 0.9393 | 0.9555 | 0.1173 |
| BiGRU with parameter embedding dim = 150 | 0.7530 | 0.6998 | 0.7845 | 0.6919 | 0.5443 |