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ResearchFormerly WizWand

Classification on Titanic (accuracy)

86AccuracyXGB
77.1679.45581.7584.045Apr 9, 2026Apr 12, 2026Apr 15, 2026Apr 19, 2026Apr 22, 2026Apr 25, 2026Apr 29, 2026
Updated 6mo ago

Evaluation results

MethodLinks
XGB2026.0486
ANT2026.0485
MANN2026.0484
ε-BAEN SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0478.5
ε-BAEN-SVMKernel=linear, Noise Level=25% label noise2026.0478.3
BALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0478.3
BAEN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0478.3
EN-SVMKernel=linear, Noise Level=25% label noise2026.0478.2
ALS-SVMKernel=linear, Noise Level=25% label noise2026.0478.1
BALS-SVMKernel=linear, Noise Level=25% label noise2026.0478.1
BAEN-SVMKernel=linear, Noise Level=25% label noise2026.0478.1
ε-BAEN-SVMKernel=linear, Noise Level=0%2026.0478
BQ-SVMKernel=linear, Noise Level=25% label noise2026.0478
ALS-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0478
EN-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0477.9
ALS-SVMKernel=linear, Noise Level=0%2026.0477.8
BALS-SVMKernel=linear, Noise Level=0%2026.0477.8
BAEN-SVMKernel=linear, Noise Level=0%2026.0477.8
BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.0477.8
ε-BAEN-SVMKernel=linear, Noise Level=25% feature noise2026.0477.8
EN-SVMKernel=linear, Noise Level=0%2026.0477.7
ALS-SVMKernel=linear, Noise Level=25% feature noise2026.0477.7
BQ-SVMKernel=linear, Noise Level=25% feature noise2026.0477.7
BALS-SVMKernel=linear, Noise Level=25% feature noise2026.0477.7
BQ-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0477.7
Pin-SVMKernel=linear, Noise Level=0%2026.0477.6
BQ-SVMKernel=linear, Noise Level=0%2026.0477.6
Pin-SVMKernel=linear, Noise Level=25% label noise2026.0477.6
Pin-SVMKernel=linear, Noise Level=25% feature noise2026.0477.6
EN-SVMKernel=linear, Noise Level=25% feature noise2026.0477.6
Pin-SVMKernel=RBF, Noise level=25%, Noise type=label noise2026.0477.5