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System Identification of Chaotic Systems on DequanLi chaotic system
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0.997
R^2 (x_dot)
GESR
0.98556
0.98853
0.9915
0.99447
May 11, 2026
R^2 (x_dot)
R^2 (y_dot)
R^2 (z_dot)
R^2 (Total Derivative)
R^2 (Roll Prediction, 50 steps)
Updated 22d ago
Evaluation Results
Method
Method
Links
R^2 (x_dot)
R^2 (y_dot)
R^2 (z_dot)
R^2 (Total Derivative)
R^2 (Roll Prediction, 50 steps)
GESR
d (system dimension)=3...
2026.05
0.997
0.996
0.992
0.998
0.814
PySR
d (system dimension)=3...
2026.05
0.993
0.994
0.991
0.993
0.761
SNIP
d (system dimension)=3...
2026.05
0.99
0.99
0.989
0.99
0.591
NGGP
d (system dimension)=3...
2026.05
0.989
0.989
0.988
0.989
0.662
GPlearn
d (system dimension)=3...
2026.05
0.986
0.987
0.985
0.986
0.502
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