Model Compression on spambase (Performance and Model Size)
95.1Performance ScoreTreeExtract
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TreeExtractMemory Budget=100KB2026.05 | 95.1 | 100 | |
| ForestPruneMemory Budget=100KB2026.05 | 94.6 | 100 | |
| GBMCompression=None2026.05 | 94.5 | 0.507 | |
| TreeExtractMemory Budget=10KB2026.05 | 94.4 | 10 | |
| SCATEMemory Budget=100KB2026.05 | 93.8 | 100 | |
| FP-SCATEMemory Budget=100KB2026.05 | 93.5 | 100 | |
| LOPMemory Budget=100KB2026.05 | 93.4 | 100 | |
| SCATEMemory Budget=10KB2026.05 | 92.8 | 10 | |
| FP-SCATEMemory Budget=10KB2026.05 | 92.6 | 10 | |
| LOPMemory Budget=10KB2026.05 | 92.2 | 10 | |
| FIREMemory Budget=10KB2026.05 | 91.6 | 10 | |
| FIREMemory Budget=100KB2026.05 | 91.6 | 100 | |
| ForestPruneMemory Budget=10KB2026.05 | 90.4 | 10 |