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ResearchFormerly WizWand

Binary Classification on sonar 25% label noise

83.8Mean F1-ScoreBAEN-SVM
-2.509619.897742.30564.7123Mar 6, 2026Mar 11, 2026Mar 17, 2026Mar 23, 2026Mar 28, 2026Apr 3, 2026Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
BAEN-SVMKernel type=RBF kernel, Noise level=25% label noise2026.0383.8
EN-SVMKernel type=RBF kernel, Noise level=25% label noise2026.0383.5
BALS-SVMKernel type=RBF kernel, Noise level=25% label noise2026.0383.4
BQ-SVMKernel type=RBF kernel, Noise level=25% label noise2026.0382.3
Hinge-SVMKernel type=RBF kernel, Noise level=25% label noise2026.0381.7
Pin-SVMKernel type=RBF kernel, Noise level=25% label noise2026.0381.7
ALS-SVMKernel type=RBF kernel, Noise level=25% label noise2026.0381
BAEN-SVMKernel=RBF, Noise Type=25% label noise2026.040.838
EN-SVMKernel=RBF, Noise Type=25% label noise2026.040.835
ε-BAEN-SVMKernel=RBF, Noise Type=25% label noise2026.040.835
BALS-SVMKernel=RBF, Noise Type=25% label noise2026.040.834
BQ-SVMKernel=RBF, Noise Type=25% label noise2026.040.823
Pin-SVMKernel=RBF, Noise Type=25% label noise2026.040.817
ALS-SVMKernel=RBF, Noise Type=25% label noise2026.040.81