Classification on UCI Caesr (test)
56Mean 0-1 LossMLP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MLPK (Rank)=22025.05 | 56 | 9.04 | — | — | |
| SVM2025.05 | 57.33 | 6.8 | — | — | |
| MLPK (Rank)=32025.05 | 60 | 11.93 | — | — | |
| MLPK (Rank)=12025.05 | 62.67 | 6.8 | — | — | |
| Deep-ICEK (Rank)=1, Direct training (marked by *)=true2025.05 | 82.67 | 16.11 | — | — | |
| Deep-ICEK (Rank)=3, Direct training (marked by *)=false2025.05 | 86.67 | 5.96 | — | — | |
| Deep-ICEK (Rank)=2, Direct training (marked by *)=false2025.05 | 88 | 9.8 | — | — | |
| Deep-ICEK=1, Training method=Direct2025.05 | — | — | 82.67 | 16.11 | |
| Deep-ICEK=2, Training method=Coreset selection2025.05 | — | — | 88 | 9.8 | |
| Deep-ICEK=3, Training method=Coreset selection2025.05 | — | — | 86.67 | 5.96 | |
| EXACTK=12025.05 | — | — | 69.24 | 12.59 | |
| EXACTK=22025.05 | — | — | 62.38 | 10.03 | |
| EXACTK=32025.05 | — | — | 64 | 8.72 |