Decision Tree Rashomon Set construction on Shopping
58.88Runtime (s)PRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=12330, k (features)=243, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 58.88 | 470 | |
| PRAXISn=12330, k=112, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 393.77 | 662.75 | |
| RESPLITn (samples)=12330, k (features)=243, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 1,760.04 | 2,195.54 | |
| PRAXISn=12330, k=243, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 11,203.95 | 6,963.14 | |
| SORTeDn (samples)=12330, k (features)=243, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 24,151.41 | 7,957.33 | |
| RESPLITn=12330, k=112, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 69,335.79 | 43,121.48 |