Decision Tree Rashomon Set construction on Spambase (Time, Peak MB)
0.17TimePRAXIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRAXISn=4601, k=24, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 0.17 | 130.68 | |
| RESPLITn=4601, k=24, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 39.61 | 377.48 | |
| PRAXISn=4601, k=67, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 53.2 | 433.59 | |
| RESPLITn=4601, k=67, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 2,271.98 | 3,803.36 |