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ResearchFormerly WizWand

Binary classification on sonar UCI (test)

87AccuracyBAEN-SVM
84.08884.84485.686.356Mar 6, 2026
Updated 7mo ago

Evaluation results

MethodLinks
BAEN-SVMKernel=RBF, Noise Type=feature noise, Noise Level=25%2026.0387
EN-SVMKernel=RBF, Noise Type=feature noise, Noise Level=25%2026.0386.6
Hinge-SVMKernel=RBF, Noise Type=feature noise, Noise Level=25%2026.0384.2
Pin-SVMKernel=RBF, Noise Type=feature noise, Noise Level=25%2026.0384.2
ALS-SVMKernel=RBF, Noise Type=feature noise, Noise Level=25%2026.0384.2
BQ-SVMKernel=RBF, Noise Type=feature noise, Noise Level=25%2026.0384.2
BALS-SVMKernel=RBF, Noise Type=feature noise, Noise Level=25%2026.0384.2