System Identification of Chaotic Systems on DequanLi chaotic system
0.997R^2 (x_dot)GESR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GESRd (system dimension)=3, Noise level (rho)=2%2026.05 | 0.997 | 0.996 | 0.992 | 0.998 | 0.814 | |
| PySRd (system dimension)=3, Noise level (rho)=2%2026.05 | 0.993 | 0.994 | 0.991 | 0.993 | 0.761 | |
| SNIPd (system dimension)=3, Noise level (rho)=2%2026.05 | 0.99 | 0.99 | 0.989 | 0.99 | 0.591 | |
| NGGPd (system dimension)=3, Noise level (rho)=2%2026.05 | 0.989 | 0.989 | 0.988 | 0.989 | 0.662 | |
| GPlearnd (system dimension)=3, Noise level (rho)=2%2026.05 | 0.986 | 0.987 | 0.985 | 0.986 | 0.502 |