Regression on Toy regression example 1 (test)
0.428RMSE (m(·))NE-GMM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NE-GMMFeature extractor=single-layer NN (50 hidden units, Tanh), Batch size=322026.03 | 0.428 | 0.202 | |
| SampleNetFeature extractor=single-layer NN (50 hidden units, Tanh), Batch size=322026.03 | 0.454 | 0.928 | |
| NGBoostFeature extractor=single-layer NN (50 hidden units, Tanh), Batch size=322026.03 | 0.672 | 0.434 | |
| Ensemble-NNFeature extractor=single-layer NN (50 hidden units, Tanh), Batch size=322026.03 | 3.043 | 2.84 | |
| β-NLLFeature extractor=single-layer NN (50 hidden units, Tanh), Batch size=322026.03 | 3.669 | 2.354 | |
| MDNFeature extractor=single-layer NN (50 hidden units, Tanh), Batch size=322026.03 | 4.571 | 3.734 |