Model Compression on diabetes
80Accuracy / R2 ScoreSCATE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCATESize=100KB2026.05 | 80 | — | |
| SCATEMemory Budget=100KB2026.05 | 79.7 | 100 | |
| SCATEMemory Budget=10KB2026.05 | 79.1 | 10 | |
| SCATESize=10KB2026.05 | 79 | — | |
| TreeExtractMemory Budget=100KB2026.05 | 78.3 | 100 | |
| TESize=10KB2026.05 | 78 | — | |
| FPSize=100KB2026.05 | 78 | — | |
| TESize=100KB2026.05 | 78 | — | |
| ForestPruneMemory Budget=100KB2026.05 | 77.9 | 100 | |
| TreeExtractMemory Budget=10KB2026.05 | 77.7 | 10 | |
| FPSize=10KB2026.05 | 77 | — | |
| ForestPruneMemory Budget=10KB2026.05 | 76.8 | 10 | |
| LOPSize=10KB2026.05 | 76 | — | |
| LOPSize=100KB2026.05 | 76 | — | |
| LOPMemory Budget=10KB2026.05 | 75.5 | 10 | |
| LOPMemory Budget=100KB2026.05 | 75.5 | 100 | |
| GBMCompression=None2026.05 | 74.4 | 0.592 | |
| FIREMemory Budget=10KB2026.05 | 74.4 | 10 | |
| FIREMemory Budget=100KB2026.05 | 74.4 | 100 | |
| GBMSize=Original2026.05 | 74 | — | |
| FIRESize=10KB2026.05 | 74 | — | |
| FIRESize=100KB2026.05 | 74 | — | |
| FP-SCATESize=10KB2026.05 | 73 | — | |
| FP-SCATESize=100KB2026.05 | 73 | — | |
| FP-SCATEMemory Budget=100KB2026.05 | 73 | 100 | |
| FP-SCATEMemory Budget=10KB2026.05 | 72.8 | 10 |