Symbolic Regression on Strogatz Dataset epsilon=0.001 (test)
0.9965R2 ScoreMDL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MDLepsilon=0.0012026.02 | 0.9965 | 171.5 | 21.38 | |
| GenSRepsilon=0.0012026.02 | 0.9951 | 41.56 | 20.45 | |
| GP-GOMEAepsilon=0.0012026.02 | 0.9914 | 804 | 41.14 | |
| RAG-SRepsilon=0.0012026.02 | 0.9908 | 591.4 | 49.29 | |
| SBP-GPepsilon=0.0012026.02 | 0.9879 | 19,596 | 820.5 | |
| Operonepsilon=0.0012026.02 | 0.9843 | 75.68 | 67.03 | |
| SNIPepsilon=0.0012026.02 | 0.9667 | 277.9 | 27.57 | |
| AFP-FEepsilon=0.0012026.02 | 0.9447 | 8,108 | 48.74 | |
| FEATepsilon=0.0012026.02 | 0.9244 | 594.4 | 106.7 | |
| TPSRepsilon=0.0012026.02 | 0.9216 | 193.22 | 55.64 | |
| AFPepsilon=0.0012026.02 | 0.9172 | 143.4 | 38.75 | |
| EPLEXepsilon=0.0012026.02 | 0.8488 | 416.1 | 49.26 | |
| BSRepsilon=0.0012026.02 | 0.8224 | 24,299 | 37.68 | |
| DSRepsilon=0.0012026.02 | 0.8067 | 500.8 | 18.66 | |
| GPlearnepsilon=0.0012026.02 | 0.7955 | 913.3 | 29.59 | |
| SPLepsilon=0.0012026.02 | 0.7526 | 358.8 | 14.4 | |
| AIFeynman2epsilon=0.0012026.02 | 0.6855 | 84.19 | 25.64 | |
| RSRMepsilon=0.0012026.02 | 0.5447 | 129.7 | 12.23 | |
| NeurSRepsilon=0.0012026.02 | 0.5219 | 15.07 | 11.41 | |
| E2ESRepsilon=0.0012026.02 | 0.5105 | 3.436 | 33.83 |