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ResearchFormerly WizWand

Classification on Credit_G (three random train-test splits)

75.7AccuracyCAAFE
73.72474.23774.7575.263Apr 22, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CAAFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.0475.7
LLMFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.0474.8
MALMASMethod Category=MALMAS, Downstream Classifier=XGBoost2026.0474.7
DFSMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.0474.6
BaseMethod Category=Base, Downstream Classifier=XGBoost2026.0474.4
AutoFeatMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.0474.4
OCTreeMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.0474.1
OpenFEMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.0473.8