Decision Tree Rashomon Set construction on Bike
2.55Time (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn=17379, k=43, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 2.55 | 146.74 | |
| PRAXISn (samples)=17379, k (features)=164, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 35.4 | 359.94 | |
| PRAXISn=17379, k=164, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 156.06 | 376.99 | |
| RESPLITn (samples)=17379, k (features)=164, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 1,022.18 | 1,302.75 | |
| SORTeDn (samples)=17379, k (features)=164, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 6,533.75 | 3,546.6 |