Model Compression on california
83Accuracy/R2GBM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GBMSize=Original2026.05 | 83 | — | |
| GBMCompression=None2026.05 | 82.9 | 0.803 | |
| LOPMemory Budget=100KB2026.05 | 82.3 | 100 | |
| LOPSize=100KB2026.05 | 82 | — | |
| ForestPruneMemory Budget=100KB2026.05 | 80.1 | 100 | |
| FPSize=100KB2026.05 | 80 | — | |
| TreeExtractMemory Budget=10KB2026.05 | 79.2 | 10 | |
| SCATEMemory Budget=100KB2026.05 | 79.2 | 100 | |
| TreeExtractMemory Budget=100KB2026.05 | 79.2 | 100 | |
| TESize=10KB2026.05 | 79 | — | |
| TESize=100KB2026.05 | 79 | — | |
| SCATESize=100KB2026.05 | 79 | — | |
| FP-SCATEMemory Budget=100KB2026.05 | 76.3 | 100 | |
| LOPSize=10KB2026.05 | 76 | — | |
| FP-SCATESize=100KB2026.05 | 76 | — | |
| LOPMemory Budget=10KB2026.05 | 75.8 | 10 | |
| FIREMemory Budget=10KB2026.05 | 75.1 | 10 | |
| FIREMemory Budget=100KB2026.05 | 75.1 | 100 | |
| FIRESize=10KB2026.05 | 75 | — | |
| FIRESize=100KB2026.05 | 75 | — | |
| SCATESize=10KB2026.05 | 71 | — | |
| SCATEMemory Budget=10KB2026.05 | 70.8 | 10 | |
| FP-SCATEMemory Budget=10KB2026.05 | 70.5 | 10 | |
| FP-SCATESize=10KB2026.05 | 70 | — | |
| ForestPruneMemory Budget=10KB2026.05 | 58.3 | 10 | |
| FPSize=10KB2026.05 | 58 | — |