Decision Tree Rashomon Set Calculation on Helena
4.74RuntimePRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=65196, k (features)=156, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 4.74 | 290.96 | |
| TreeFARMSn (samples)=65196, k (features)=156, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 38.32 | 1,983.32 | |
| PRAXISn=65196, k=84, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 53.73 | — | |
| PRAXISn=65196, k=84, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 53.73 | 221.91 | |
| SORTeDn (samples)=65196, k (features)=156, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 100.29 | 779.31 | |
| RESPLITn (samples)=65196, k (features)=156, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 564.13 | 1,755.3 | |
| PRAXISn=65196, k=156, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 945.48 | — | |
| PRAXISn=65196, k=156, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 945.48 | 585.24 | |
| RESPLITn=65196, k=84, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 27,537.87 | 103,029.52 | |
| SORTeDn=65196, k=84, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 532,800 | — | |
| SORTeDn=65196, k=156, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 532,800 | — |