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ResearchFormerly WizWand

Classification on knowledge

98.2F1-scoreEN-SVM
9394.3595.797.05Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
EN-SVMkernel=linear, noise=25% feature noise2026.0498.2
ε-BAEN SVMkernel=linear, noise=25% feature noise2026.0497.8
ALS-SVMkernel=linear, noise=25% feature noise2026.0497.3
BAEN-SVMkernel=linear, noise=25% feature noise2026.0497.2
BALS-SVMkernel=linear, noise=25% feature noise2026.0496.5
ε-BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0496.4
Pin-SVMkernel=linear, noise=25% feature noise2026.0496.4
BQ-SVMkernel=linear, noise=25% feature noise2026.0496.3
BQ-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0494.9
ALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0494.6
EN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0494.6
BAEN-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0494.4
BALS-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0493.6
Pin-SVMKernel=linear, Noise level=25%, Noise type=label noise2026.0493.2