Piecewise Regression on Synthetic piecewise linear dataset (test)
1.5368MAEAPLR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| APLR2024.08 | 1.5368 | 0.3391 | 3.9545 | 0.8541 | 5 | |
| greedy breakpoint-location algorithm2024.08 | 1.5387 | 0.3395 | 3.9428 | 0.8545 | 5 | |
| GB2024.08 | 1.5586 | 0.3439 | 3.9687 | 0.8535 | 39 | |
| RF2024.08 | 1.5621 | 0.3447 | 4.0066 | 0.8521 | 39 | |
| SR2024.08 | 1.5716 | 0.3468 | 4.095 | 0.8489 | 0 | |
| SVR2024.08 | 1.5857 | 0.3499 | 4.2108 | 0.8446 | 0 | |
| l1 trend2024.08 | 1.6146 | 0.3562 | 4.3264 | 0.8403 | 8 | |
| PELT2024.08 | 1.6282 | 0.3592 | 4.4442 | 0.836 | 5 | |
| DT2024.08 | 1.6739 | 0.3693 | 4.5007 | 0.8339 | 10 | |
| PR2024.08 | 2.1924 | 0.4837 | 7.5856 | 0.72 | 0 |