Classification on Car Eval (three random train-test splits)
98.9AccuracyMALMAS
Evaluation results
| Method | Links | |
|---|---|---|
| MALMASMethod Category=MALMAS, Downstream Classifier=XGBoost2026.04 | 98.9 | |
| OpenFEMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 96.1 | |
| CAAFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 92.4 | |
| DFSMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 91.7 | |
| LLMFEMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 91.6 | |
| BaseMethod Category=Base, Downstream Classifier=XGBoost2026.04 | 90.1 | |
| AutoFeatMethod Category=Traditional Methods, Downstream Classifier=XGBoost2026.04 | 90.1 | |
| OCTreeMethod Category=LLM-based Methods, Downstream Classifier=XGBoost2026.04 | 89.9 |