Decision Tree Rashomon Set construction on Jannis
327.54Runtime (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=57580, k (features)=106, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 327.54 | 1,458.63 | |
| SORTeDn (samples)=57580, k (features)=106, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 5,277.68 | 5,137.22 | |
| RESPLITn (samples)=57580, k (features)=106, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 5,587.19 | 2,462.35 |