Time Series Forecasting on Monthly Sunspots
20.149MAELLogcosh-NN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLogcosh-NNOutliers=0%2026.02 | 20.149 | 27.029 | 1.361 | |
| LMSE-NNOutliers=0%2026.02 | 20.787 | 27.995 | 1.404 | |
| LMAE-NNOutliers=0%2026.02 | 20.854 | 28.417 | 1.408 | |
| LHuber-NNOutliers=0%2026.02 | 21.548 | 28.009 | 1.455 | |
| LRoBoS-NNOutliers=0%2026.02 | 22.698 | 29.952 | 1.533 | |
| LMSE-NNOutliers=5%2026.02 | 31.118 | 42.74 | 2.101 | |
| LHuber-NNOutliers=5%2026.02 | 31.213 | 40.602 | 2.108 | |
| LRoBoS-NNOutliers=20%2026.02 | 32.227 | 43.266 | 2.176 | |
| LRoBoS-NNOutliers=30%2026.02 | 32.742 | 43.167 | 2.211 | |
| LRoBoS-NNOutliers=Total Avg.2026.02 | 33.081 | 43.219 | 2.234 | |
| LHuber-NNOutliers=Total Avg.2026.02 | 34.239 | 44.267 | 2.312 | |
| LHuber-NNOutliers=30%2026.02 | 34.671 | 45.83 | 2.341 | |
| LRoBoS-NNOutliers=5%2026.02 | 35.528 | 46.762 | 2.399 | |
| LLogcosh-NNOutliers=30%2026.02 | 38.491 | 52.309 | 2.599 | |
| LLogcosh-NNOutliers=Total Avg.2026.02 | 38.853 | 49.805 | 2.624 | |
| LHuber-NNOutliers=20%2026.02 | 39.157 | 48.399 | 2.644 | |
| LMSE-NNOutliers=30%2026.02 | 39.56 | 52.241 | 2.671 | |
| LRoBoS-NNOutliers=10%2026.02 | 42.209 | 52.946 | 2.85 | |
| LLogcosh-NNOutliers=20%2026.02 | 43.119 | 52.909 | 2.912 | |
| LMSE-NNOutliers=Total Avg.2026.02 | 43.622 | 52.942 | 2.946 | |
| LHuber-NNOutliers=10%2026.02 | 44.604 | 58.497 | 3.012 | |
| LLogcosh-NNOutliers=5%2026.02 | 44.892 | 54.366 | 3.031 | |
| LLogcosh-NNOutliers=10%2026.02 | 47.614 | 62.411 | 3.215 | |
| LMAE-NNOutliers=10%2026.02 | 50.628 | 63.477 | 3.419 | |
| LMAE-NNOutliers=Total Avg.2026.02 | 50.857 | 63.598 | 3.434 | |
| LMAE-NNOutliers=5%2026.02 | 54.447 | 67.878 | 3.677 | |
| LMAE-NNOutliers=20%2026.02 | 62.163 | 77.076 | 4.198 | |
| LMSE-NNOutliers=10%2026.02 | 62.466 | 69.638 | 4.218 | |
| LMSE-NNOutliers=20%2026.02 | 64.18 | 72.096 | 4.334 | |
| LMAE-NNOutliers=30%2026.02 | 66.191 | 81.144 | 4.47 |