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ResearchFormerly WizWand

Sparse Feature Selection on Dermatology (test)

97.94F1 Score (%)boruta
90.71292.588594.46596.3415Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
borutaMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.0697.94
causal-skMethod Category=Causal-interventional, Evaluation Protocol=4-fold cross-validation2026.0697.59
all-featMethod Category=Full Features, Evaluation Protocol=4-fold cross-validation2026.0697.27
chi-sqMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.0697.27
spearmanMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.0697.27
miMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.0697.27
anovaMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.0697.27
pearsonMethod Category=Non-causal, Evaluation Protocol=4-fold cross-validation2026.0697.27
causal-obsMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.0697.27
MMMBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.0693.03
STMBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.0691.63
LRHMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.0691.23
IAMBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.0691.23
HITON-MBMethod Category=Causal-observation, Evaluation Protocol=4-fold cross-validation2026.0690.99