Mutualistic Interaction Prediction on Mutualistic Interaction Random Regularly-sampled (Extrapolation)
0.01L1 ErrorGRU-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| GRU-GNNnumber of parameters=647702019.08 | 0.01 | |
| RNN-GNNnumber of parameters=245302019.08 | 0.084 | |
| GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.162 | |
| LSTM-GNNnumber of parameters=848902019.08 | 0.242 | |
| NDCNnumber of parameters=9012019.08 | 0.242 | |
| NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.734 | |
| RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 1.303 | |
| LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 3.749 |