Decision Tree Rashomon Set construction on Wine
0.24Runtime (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=6497, k (features)=64, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 0.24 | 135.34 | |
| RESPLITn (samples)=6497, k (features)=64, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 12.54 | 255.48 | |
| PRAXISn=6497, k=64, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 41.15 | 400.14 | |
| SORTeDn (samples)=6497, k (features)=64, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 62.98 | 307.63 | |
| RESPLITn=6497, k=64, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 5,735.99 | 11,738.09 |