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ResearchFormerly WizWand

Binary Classification on Sonar

92.2F1-scoreBAEN-SVM
72.64877.72482.887.876Mar 6, 2026Mar 11, 2026Mar 17, 2026Mar 23, 2026Mar 28, 2026Apr 3, 2026Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
BAEN-SVMKernel=RBF, Noise Level=0%2026.0392.2
EN-SVMKernel=RBF, Noise Level=0%2026.0391.9
Hinge-SVMKernel=RBF, Noise Level=0%2026.0391.5
Pin-SVMKernel=RBF, Noise Level=0%2026.0391.5
ALS-SVMKernel=RBF, Noise Level=0%2026.0391.5
BQ-SVMKernel=RBF, Noise Level=0%2026.0391.5
BALS-SVMKernel=RBF, Noise Level=0%2026.0391.5
BQ-SVMKernel=linear, Noise Level=0%2026.0380.9
BALS-SVMKernel=linear, Noise Level=0%2026.0380.3
EN-SVMKernel=linear, Noise Level=0%2026.0380
ALS-SVMKernel=linear, Noise Level=0%2026.0379.1
BAEN-SVMKernel=linear, Noise Level=0%2026.0379.1
Hinge-SVMKernel=linear, Noise Level=0%2026.0378.6
ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0477.2
Pin-SVMKernel=linear, Noise Level=0%2026.0377.1
BAEN-SVMNoise=25% label noise, Kernel=linear2026.0376.7
BALS-SVMNoise=25% label noise, Kernel=linear2026.0376.5
BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0476.5
ALS-SVMNoise=25% label noise, Kernel=linear2026.0376.4
BQ-SVMNoise=25% label noise, Kernel=linear2026.0376.2
BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0476.2
EN-SVMNoise=25% label noise, Kernel=linear2026.0376
EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0476
BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0476
Pin-SVMNoise=25% label noise, Kernel=linear2026.0375.3
Hinge-SVMNoise=25% label noise, Kernel=linear2026.0374.5
ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0474.3
Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0473.4