Discrete Choice Modeling on LPMC (test)
-1,372.69Log-LikelihoodAttention Alt-GNN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Attention Alt-GNNModel Rank=1st, Graph Structure=attention alternative graph, Message Function=mlp, Aggregation Function=max, Update Function=concat, Readout Function=linear, Message Passing Layers=1, Hidden Units of M=1282025.09 | -1,372.69 | 53.8 | 73.3 | |
| Complete Alt-GNNModel Rank=2nd, Graph Structure=complete alternative graph, Message Function=mlp, Aggregation Function=max, Update Function=concat, Readout Function=linear, Message Passing Layers=2, Hidden Units of M=1282025.09 | -1,373.88 | 54.4 | 72.9 | |
| Complete Alt-GNNModel Rank=3rd, Graph Structure=complete alternative graph, Message Function=mlp, Aggregation Function=max, Update Function=concat, Readout Function=mlp, Message Passing Layers=1, Hidden Units of M=322025.09 | -1,376.31 | 53.7 | 73.3 | |
| Attention Alt-GNNModel Rank=4th, Graph Structure=attention alternative graph, Message Function=mlp, Aggregation Function=mean, Update Function=concat, Readout Function=mlp, Message Passing Layers=2, Hidden Units of M=322025.09 | -1,376.56 | 54.3 | 73.9 | |
| Attention Alt-GNNModel Rank=5th, Graph Structure=attention alternative graph, Message Function=mlp, Aggregation Function=mean, Update Function=concat, Readout Function=mlp, Message Passing Layers=2, Hidden Units of M=642025.09 | -1,376.63 | 53.6 | 73.2 |