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System Identification of Chaotic Systems on FitzHugh-Nagumo chaotic system
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0.997
R^2 (x_dot)
GESR
0.98764
0.99007
0.9925
0.99493
May 11, 2026
R^2 (x_dot)
R^2 (y_dot)
R^2 (z_dot)
R^2 (Total Derivative)
R^2 (Roll, 50)
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, 50)
GESR
d (system dimension)=2...
2026.05
0.997
0.995
0.999
0.996
0.863
PySR
d (system dimension)=2...
2026.05
0.994
0.992
0.999
0.993
0.812
SNIP
d (system dimension)=2...
2026.05
0.991
0.99
0.999
0.99
0.571
NGGP
d (system dimension)=2...
2026.05
0.99
0.989
0.999
0.989
0.603
GPlearn
d (system dimension)=2...
2026.05
0.988
0.987
0.999
0.988
0.492
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