Decision Tree Rashomon Set construction on Madelon
8.19Runtime (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=2000, k (features)=73, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 8.19 | 292.36 | |
| SORTeDn (samples)=2000, k (features)=73, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 97.75 | 409.84 | |
| RESPLITn (samples)=2000, k (features)=73, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 204.01 | 276.3 |