Decision Tree Rashomon Set construction on News
596.47Time (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=39644, k (features)=196, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 596.47 | 1,480.48 | |
| RESPLITn (samples)=39644, k (features)=196, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 13,544.76 | 6,082.23 | |
| PRAXISn=39644, k=196, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 61,652.99 | 24,006.25 | |
| SORTeDn (samples)=39644, k (features)=196, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 114,514.4 | 30,426.06 |