System Identification of Chaotic Systems on FitzHugh-Nagumo chaotic system
0.997R^2 (x_dot)GESR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GESRd (system dimension)=2, Noise level (rho)=2%2026.05 | 0.997 | 0.995 | 0.999 | 0.996 | 0.863 | |
| PySRd (system dimension)=2, Noise level (rho)=2%2026.05 | 0.994 | 0.992 | 0.999 | 0.993 | 0.812 | |
| SNIPd (system dimension)=2, Noise level (rho)=2%2026.05 | 0.991 | 0.99 | 0.999 | 0.99 | 0.571 | |
| NGGPd (system dimension)=2, Noise level (rho)=2%2026.05 | 0.99 | 0.989 | 0.999 | 0.989 | 0.603 | |
| GPlearnd (system dimension)=2, Noise level (rho)=2%2026.05 | 0.988 | 0.987 | 0.999 | 0.988 | 0.492 |