Decision Tree Rashomon Set construction on Madeline
20.29Runtime (s)PRAXIS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRAXISn=3140, k=76, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 20.29 | 329.56 | |
| PRAXISn (samples)=3140, k (features)=451, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 2,971.65 | 29,094.2 | |
| RESPLITn (samples)=3140, k (features)=451, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 133,189.38 | 26,621.99 |