Decision Tree Rashomon Set construction on Christine
944.27Time (s)PRAXIS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=5418, k (features)=231, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 944.27 | 10,439.32 | |
| PRAXISn=5418, k=80, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 3,460.69 | 19,184.12 | |
| RESPLITn (samples)=5418, k (features)=231, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 12,625.37 | 3,096.83 | |
| RESPLITn=5418, k=80, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 35,727.41 | 31,740.47 | |
| SORTeDn (samples)=5418, k (features)=231, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 38,970.6 | 12,709.88 |