Active Learning on KC1
41.7AULCCatBoost-Margin
Evaluation results
| Method | Links | |
|---|---|---|
| CatBoost-MarginAcquisition Strategy=Margin, Batch Size=10, Label Budget (N)=1002026.03 | 41.7 | |
| TabPFN-Proxy-HybridAcquisition Strategy=Proxy-Hybrid, Batch Size=10, Label Budget (N)=1002026.03 | 41.2 | |
| TabPFN-HybridAcquisition Strategy=Hybrid, Batch Size=10, Label Budget (N)=1002026.03 | 39.1 | |
| XGBoost-MarginAcquisition Strategy=Margin, Batch Size=10, Label Budget (N)=1002026.03 | 39.1 | |
| TabPFN-MarginAcquisition Strategy=Margin, Batch Size=10, Label Budget (N)=1002026.03 | 37.8 | |
| TabPFN-RandomAcquisition Strategy=Random, Batch Size=10, Label Budget (N)=1002026.03 | 37.7 | |
| TabPFN-CoresetAcquisition Strategy=Coreset, Batch Size=10, Label Budget (N)=1002026.03 | 35.6 | |
| LabelSpreading-RandomAcquisition Strategy=Random, Batch Size=10, Label Budget (N)=1002026.03 | 28.1 |