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ResearchFormerly WizWand

Classification on australian (F1-score)

94.7F1 Scoreε-BAEN-SVM
86.27688.46390.6592.837Apr 9, 2026
Updated 7mo ago

Evaluation results

MethodLinks
ε-BAEN-SVMNoise Level=25% label noise, Kernel=RBF2026.0494.7
ε-BAEN-SVMNoise Level=25% feature noise, Kernel=RBF2026.0494.3
Pin-SVMNoise Level=25% label noise, Kernel=RBF2026.0493.5
Pin-SVMNoise Level=25% feature noise, Kernel=RBF2026.0492.6
BALS-SVMkernel=linear, noise=25% feature noise2026.0488.9
BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0488.8
ALS-SVMkernel=linear, noise=25% feature noise2026.0488.8
BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0488.7
EN-SVMkernel=linear, noise=25% feature noise2026.0488.7
BAEN-SVMkernel=linear, noise=25% feature noise2026.0488.7
BQ-SVMkernel=linear, noise=25% feature noise2026.0488.6
ALS-SVMNoise Level=0% noise, Kernel=RBF2026.0488.6
BAEN-SVMNoise Level=0% noise, Kernel=RBF2026.0488.6
EN-SVMNoise Level=0% noise, Kernel=RBF2026.0488.5
BALS-SVMNoise Level=0% noise, Kernel=RBF2026.0488.5
BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0488.4
ε-BAEN SVMkernel=linear, noise=25% feature noise2026.0488.4
BQ-SVMNoise Level=0% noise, Kernel=RBF2026.0488.4
ε-BAEN-SVMNoise Level=0% noise, Kernel=RBF2026.0488.4
Pin-SVMNoise Level=0% noise, Kernel=RBF2026.0488.2
ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0487.4
Pin-SVMkernel=linear, noise=25% feature noise2026.0487.4
Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0486.8
EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0486.6
ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0486.6