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ResearchFormerly WizWand

Classification on Heart (three random train-test)

86.4AccuracyMALMAS
-2.634420.480343.59566.7097Apr 22, 2026
Updated 6mo ago

Evaluation results

MethodLinks
MALMASMethod Category=MALMAS, Downstream Classifier=XGBoost2026.0486.4
OpenFEMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.0485.8
OCTreeMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.0485.2
BaseMethod Category=Base, Downstream Classifier=XGBoost2026.0484.3
AutoFeatMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.0484.3
DFSMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.0484.1
LLMFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.0484.1
CAAFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.0483.1
MALMASMethod Category=MALMAS, Downstream Classifier=XGBoost2026.040.799
OCTreeMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.040.795
LLMFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.040.795
CAAFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.040.794
OpenFEMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.040.792
DFSMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.040.791
BaseMethod Category=Base, Downstream Classifier=XGBoost2026.040.79