Gene Regulation Prediction on Gene Regulation Random Regularly-sampled (Extrapolation)
0.038L1 ErrorGRU-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| GRU-GNNnumber of parameters=647702019.08 | 0.038 | |
| NDCNnumber of parameters=9012019.08 | 0.041 | |
| RNN-GNNnumber of parameters=245302019.08 | 0.42 | |
| LSTM-GNNnumber of parameters=848902019.08 | 0.673 | |
| NDCNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 0.946 | |
| GRU-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 20.24 | |
| RNN-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 22.46 | |
| LSTM-GNNEvaluation Protocol=Regularly-sampled Extrapolation, Sampling Method=Regularly-sampled, Number of Runs=202019.08 | 26.75 |