Decision Tree Rashomon Set construction on Adult
0.19Runtime (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn=48842, k=14, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 0.19 | 145.69 | |
| RESPLITn=48842, k=14, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 18.11 | 415.54 | |
| PRAXISn (samples)=48842, k (features)=209, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 272.53 | 682.15 | |
| RESPLITn (samples)=48842, k (features)=209, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 5,494.42 | 5,782.34 | |
| PRAXISn=48842, k=209, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 7,461.51 | 2,774.41 | |
| SORTeDn (samples)=48842, k (features)=209, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 56,440.23 | 12,079.8 |