Symbolic Regression on Feynman Dataset ∈ = 0.0 (test)
0.9956R^2GP-GOMEA
Evaluation Results
| Method | Links | |
|---|---|---|
| GP-GOMEATime (s)=5030, Complx=34.572026.02 | 0.9956 | |
| SBP-GPTime (s)=28901, Complx=489.42026.02 | 0.9945 | |
| RAG-SRTime (s)=3156, Complx=46.512026.02 | 0.9926 | |
| TPSRTime (s)=236, Complx=57.272026.02 | 0.9921 | |
| OperonTime (s)=2174, Complx=69.882026.02 | 0.9889 | |
| GenSRTime (s)=192.3, Complx=22.942026.02 | 0.9872 | |
| EPLEXTime (s)=12771, Complx=52.952026.02 | 0.9869 | |
| SNIPTime (s)=1203.5, Complx=31.712026.02 | 0.985 | |
| AFP-FETime (s)=17817, Complx=39.972026.02 | 0.9806 | |
| AFPTime (s)=3655, Complx=36.872026.02 | 0.959 | |
| AIFeynman2Time (s)=854.3, Complx=124.52026.02 | 0.9314 | |
| FEATTime (s)=2417, Complx=205.32026.02 | 0.919 | |
| MDLTime (s)=467.3, Complx=23.42026.02 | 0.9171 | |
| GPlearnTime (s)=3900, Complx=72.432026.02 | 0.8809 | |
| E2ESRTime (s)=4.062, Complx=36.022026.02 | 0.857 | |
| DSRTime (s)=1733, Complx=14.862026.02 | 0.8441 | |
| RSRMTime (s)=116.3, Complx=13.172026.02 | 0.8003 | |
| SPLTime (s)=209, Complx=12.882026.02 | 0.7073 | |
| BSRTime (s)=29065, Complx=25.52026.02 | 0.6609 | |
| NeurSRTime (s)=24.18, Complx=13.282026.02 | 0.3958 |