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ResearchFormerly WizWand

Classification on knowledge (accuracy)

99AccuracyEN-SVM
93.07294.61196.1597.689Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
EN-SVMKernel=linear, Noise Level=0%2026.0499
BQ-SVMKernel=linear, Noise Level=0%2026.0498.8
ε-BAEN-SVMKernel=linear, Noise Level=0%2026.0498.8
ALS-SVMKernel=linear, Noise Level=0%2026.0498.3
BAEN-SVMKernel=linear, Noise Level=0%2026.0498
EN-SVMKernel=linear, Noise Level=25% feature noise2026.0498
ε-BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.0497.5
ALS-SVMKernel=linear, Noise Level=25% feature noise2026.0497.3
BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.0497
Pin-SVMKernel=linear, Noise Level=0%2026.0496.8
BALS-SVMKernel=linear, Noise Level=25% feature noise2026.0496.5
BALS-SVMKernel=linear, Noise Level=0%2026.0496.3
ε-BAEN-SVMKernel=linear, Noise Level=25% label noise2026.0496.3
Pin-SVMKernel=linear, Noise Level=25% feature noise2026.0496.3
BQ-SVMKernel=linear, Noise Level=25% feature noise2026.0496.3
BAEN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0495.8
ε-BAEN SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0495.8
BQ-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0495.5
BQ-SVMKernel=linear, Noise Level=25% label noise2026.0495
EN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0495
BALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0494.8
BAEN-SVMKernel=linear, Noise Level=25% label noise2026.0494.5
ALS-SVMKernel=linear, Noise Level=25% label noise2026.0494.3
Pin-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0494.3
EN-SVMKernel=linear, Noise Level=25% label noise2026.0494
ALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0494
BALS-SVMKernel=linear, Noise Level=25% label noise2026.0493.5
Pin-SVMKernel=linear, Noise Level=25% label noise2026.0493.3