| Model . | Learner . | Hyperparameters . |
|---|---|---|
| DT | – | max_depth = None, min_leaf = 10 |
| AdaBoost | DT | max_depth=1, n_learners = 250 |
| XGBoost | DT | max_depth=3, n_learners = 500 |
| GBoost | DT | max_depth=5, n_learners = 250 |
| RF | DT | max_depth=12, n_learners = 1250 |
| Model . | Learner . | Hyperparameters . |
|---|---|---|
| DT | – | max_depth = None, min_leaf = 10 |
| AdaBoost | DT | max_depth=1, n_learners = 250 |
| XGBoost | DT | max_depth=3, n_learners = 500 |
| GBoost | DT | max_depth=5, n_learners = 250 |
| RF | DT | max_depth=12, n_learners = 1250 |
| Model . | Learner . | Hyperparameters . |
|---|---|---|
| DT | – | max_depth = None, min_leaf = 10 |
| AdaBoost | DT | max_depth=1, n_learners = 250 |
| XGBoost | DT | max_depth=3, n_learners = 500 |
| GBoost | DT | max_depth=5, n_learners = 250 |
| RF | DT | max_depth=12, n_learners = 1250 |
| Model . | Learner . | Hyperparameters . |
|---|---|---|
| DT | – | max_depth = None, min_leaf = 10 |
| AdaBoost | DT | max_depth=1, n_learners = 250 |
| XGBoost | DT | max_depth=3, n_learners = 500 |
| GBoost | DT | max_depth=5, n_learners = 250 |
| RF | DT | max_depth=12, n_learners = 1250 |
This PDF is available to Subscribers Only
View Article Abstract & Purchase OptionsFor full access to this pdf, sign in to an existing account, or purchase an annual subscription.
