Decision Tree Rashomon Set Calculation on Electricity
306.94RuntimePRAXIS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRAXISn (samples)=38474, k (features)=264, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 306.94 | 692.1 | |
| PRAXISn=38474, k=94, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 1,212.86 | — | |
| RESPLITn (samples)=38474, k (features)=264, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 7,619.63 | 6,402.99 | |
| SORTeDn (samples)=38474, k (features)=264, lambda (regularization)=0.02, epsilon (error tolerance)=0.03, depth (tree depth limit)=52026.05 | 114,325.61 | 23,777.65 | |
| SORTeDn=38474, k=94, lambda=0.003, epsilon_mult=0.01, depth=72026.05 | 532,800 | — |