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Testing accuracies (%) of the original GAT and the GAT applied with each of our 4 CPA models on TRIANGLE-NODE dataset for node classification. We highlight the result of the best performed model. The proportion P of multisets that hold the properties in Theorem 1 among all multisets is also reported.
| Dataset P(%) |
TRIANGLE-NODE 29.2 |
|---|---|
| Original | 78.40 ± 7.65 |
| Additive | 91.31 ± 1.19 |
| Scaled | 91.38 ± 1.23 |
| f-Additive | 91.18 ± 1.24 |
| f-Scaled | 91.36 ± 1.26 |
