Density Estimation on Banana distribution scenario
-0.549NLLOracle
Evaluation Results
| Method | Links | |
|---|---|---|
| Oracled=3, n=40962026.05 | -0.549 | |
| NNKDEfined=3, n=40962026.05 | -0.538 | |
| LCVd=3, n=40962026.05 | -0.537 | |
| Silvermand=3, n=40962026.05 | -0.536 | |
| Abramsond=3, n=40962026.05 | -0.53 | |
| kNNd=3, n=40962026.05 | -0.503 | |
| Oracled=5, n=40962026.05 | -0.469 | |
| Oracled=10, n=40962026.05 | -0.449 | |
| LCVd=5, n=40962026.05 | -0.438 | |
| Silvermand=5, n=40962026.05 | -0.437 | |
| Oracled=2, n=40962026.05 | -0.435 | |
| NNKDEfined=5, n=40962026.05 | -0.434 | |
| LCVd=2, n=40962026.05 | -0.429 | |
| NNKDEfined=2, n=40962026.05 | -0.429 | |
| Silvermand=2, n=40962026.05 | -0.428 | |
| Abramsond=2, n=40962026.05 | -0.424 | |
| Oracled=50, n=40962026.05 | -0.424 | |
| kNNd=2, n=40962026.05 | -0.422 | |
| Abramsond=5, n=40962026.05 | -0.421 | |
| Oracled=20, n=40962026.05 | -0.418 | |
| Oracled=30, n=40962026.05 | -0.403 | |
| NNKDEfined=10, n=40962026.05 | -0.399 | |
| LCVd=10, n=40962026.05 | -0.371 | |
| Silvermand=10, n=40962026.05 | -0.364 | |
| NNKDEfined=30, n=40962026.05 | -0.295 | |
| LCVd=20, n=40962026.05 | -0.282 | |
| kNNd=5, n=40962026.05 | -0.271 | |
| Silvermand=20, n=40962026.05 | -0.265 | |
| NNKDEfined=20, n=40962026.05 | -0.258 | |
| Abramsond=10, n=40962026.05 | -0.235 | |
| NNKDEfined=50, n=40962026.05 | -0.232 | |
| LCVd=30, n=40962026.05 | -0.227 | |
| Silvermand=30, n=40962026.05 | -0.2 | |
| NNKDEpred=3, n=40962026.05 | -0.198 | |
| LCVd=50, n=40962026.05 | -0.181 | |
| NNKDEpred=2, n=40962026.05 | -0.162 | |
| Silvermand=50, n=40962026.05 | -0.138 | |
| Abramsond=20, n=40962026.05 | -0.121 | |
| Abramsond=30, n=40962026.05 | -0.077 | |
| Abramsond=50, n=40962026.05 | -0.043 | |
| NNKDEpred=5, n=40962026.05 | 0.08 | |
| kNNd=10, n=40962026.05 | 0.127 | |
| NNKDEpred=20, n=40962026.05 | 0.392 | |
| NNKDEpred=10, n=40962026.05 | 0.494 | |
| NNKDEpred=30, n=40962026.05 | 0.575 | |
| kNNd=20, n=40962026.05 | 0.62 | |
| NNKDEpred=50, n=40962026.05 | 0.771 | |
| NNKDEscratchd=20, n=40962026.05 | 0.883 | |
| kNNd=30, n=40962026.05 | 0.907 | |
| NNKDEscratchd=10, n=40962026.05 | 0.945 | |
| NNKDEscratchd=50, n=40962026.05 | 0.955 | |
| NNKDEscratchd=2, n=40962026.05 | 0.977 | |
| NNKDEscratchd=30, n=40962026.05 | 0.995 | |
| NNKDEscratchd=3, n=40962026.05 | 1.023 | |
| NNKDEscratchd=5, n=40962026.05 | 1.059 | |
| kNNd=50, n=40962026.05 | 1.232 |