Table 6 Precision, recall and accuracy analyses.
Samples | Precision | Recall | Accuracy | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
GDAG-SCTT | LT-GCN [1] | Traffexplainer [2] | STGCN [3] | GDAG-SCTT | Traffexplainer [2] | LT-GCN [1] | STGCN [3] | GDAG-SCTT | LT-GCN [1] | Traffexplainer [2] | STGCN [3] | |
800 | 0.98 | 0.98 | 0.97 | 0.97 | 0.99 | 0.98 | 0.98 | 0.97 | 0.97 | 0.96 | 0.96 | 0.95 |
1600 | 0.97 | 0.91 | 0.84 | 0.82 | 0.96 | 0.86 | 0.83 | 0.8 | 0.95 | 0.87 | 0.77 | 0.72 |
2400 | 0.95 | 0.89 | 0.82 | 0.8 | 0.93 | 0.83 | 0.8 | 0.77 | 0.91 | 0.83 | 0.73 | 0.71 |
3200 | 0.93 | 0.87 | 0.8 | 0.78 | 0.91 | 0.81 | 0.78 | 0.75 | 0.88 | 0.8 | 0.7 | 0.68 |
4000 | 0.91 | 0.85 | 0.78 | 0.76 | 0.87 | 0.77 | 0.74 | 0.71 | 0.85 | 0.77 | 0.67 | 0.65 |
4800 | 0.9 | 0.84 | 0.77 | 0.73 | 0.85 | 0.75 | 0.72 | 0.69 | 0.87 | 0.79 | 0.77 | 0.75 |
5600 | 0.92 | 0.86 | 0.79 | 0.75 | 0.86 | 0.76 | 0.73 | 0.7 | 0.9 | 0.82 | 0.72 | 0.7 |
6400 | 0.94 | 0.88 | 0.81 | 0.78 | 0.88 | 0.78 | 0.75 | 0.72 | 0.92 | 0.84 | 0.74 | 0.72 |
7200 | 0.95 | 0.89 | 0.82 | 0.8 | 0.9 | 0.8 | 0.77 | 0.74 | 0.93 | 0.85 | 0.75 | 0.73 |
8000 | 0.97 | 0.91 | 0.84 | 0.81 | 0.92 | 0.82 | 0.79 | 0.76 | 0.95 | 0.87 | 0.77 | 0.75 |