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Benchmarks
Binary Classification on Sonar (test)
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90.2096
Mean F1 Score
GL_G
77.744576
80.980688
84.2168
87.452912
Jan 29, 2026
Mean F1 Score
Sigma (Std Dev)
Mean f(S)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean F1 Score
Sigma (Std Dev)
Mean f(S)
GL_G
Time=35:23s.49
2026.01
90.2096
0.0223
38.1728
GL_Q
Time=35:10s.41
2026.01
89.6793
0.0299
96.7883
GL_M
Time=36:27s.24
2026.01
89.1801
0.0384
61.8547
SVC
Time=0:04s.86
2026.01
88.661
0.0402
-
GL_I
Time=5:06s.27
2026.01
88.661
0.0402
-
MKL
Time=1:11.30
2026.01
86.5579
0.0466
-
L2R
Time=0:42s.09
2026.01
78.7916
0.0774
-
L1R
Time=0:22s.05
2026.01
78.224
0.0761
-
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