Classification on Pima (three random train-test splits)
75.9AccuracyMALMAS
Evaluation Results
| Method | Links | |
|---|---|---|
| MALMASMethod Category=MALMAS, Downstream Classifier=XGBoost2026.04 | 75.9 | |
| OpenFEMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 75.6 | |
| OCTreeMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 75.4 | |
| DFSMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 75.3 | |
| LLMFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 74.7 | |
| AutoFeatMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 74 | |
| CAAFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 73.8 | |
| BaseMethod Category=Base, Downstream Classifier=XGBoost2026.04 | 73.6 |