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ResearchFormerly WizWand

Classification on monk (F1-score)

100F1 ScoreEN-SVM
78.05683.75389.4595.147Apr 9, 2026
Updated 7mo ago

Evaluation results

MethodLinks
EN-SVMNoise Level=0% noise, Kernel=RBF2026.04100
BQ-SVMNoise Level=0% noise, Kernel=RBF2026.04100
ε-BAEN-SVMNoise Level=0% noise, Kernel=RBF2026.0499.5
Pin-SVMNoise Level=0% noise, Kernel=RBF2026.0497.8
ε-BAEN-SVMNoise Level=25% label noise, Kernel=RBF2026.0497.2
Pin-SVMNoise Level=25% feature noise, Kernel=RBF2026.0495.4
ε-BAEN-SVMNoise Level=25% feature noise, Kernel=RBF2026.0494.5
Pin-SVMNoise Level=25% label noise, Kernel=RBF2026.0494.3
BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0484
ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0482.7
BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0482.6
ε-BAEN SVMkernel=linear, noise=25% feature noise2026.0482.5
BAEN-SVMkernel=linear, noise=25% feature noise2026.0482.3
BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0481.9
BALS-SVMkernel=linear, noise=25% feature noise2026.0481.8
BQ-SVMkernel=linear, noise=25% feature noise2026.0481.5
Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0481.4
EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0479.8
ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0479.4
EN-SVMkernel=linear, noise=25% feature noise2026.0479.3
Pin-SVMkernel=linear, noise=25% feature noise2026.0479.2
ALS-SVMkernel=linear, noise=25% feature noise2026.0478.9