Decision Tree Rashomon Set construction on Jasmine
22.77Runtime (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=2984, k (features)=207, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 22.77 | 451.61 | |
| PRAXISn=2984, k=51, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 273.5 | 9,100.83 | |
| RESPLITn (samples)=2984, k (features)=207, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 517.17 | 745.36 | |
| RESPLITn=2984, k=51, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 767.51 | 2,055.16 | |
| PRAXISn=2984, k=207, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 1,651.24 | 6,359.39 | |
| SORTeDn (samples)=2984, k (features)=207, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 5,211.85 | 2,705.49 | |
| RESPLITn=2984, k=207, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 249,459.32 | 78,873.87 |