scikit-learn GradientBoosting
GPTKB entity
Statements (31)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:documentation |
https://scikit-learn.org/stable/modules/ensemble.html#gradient-boosting
|
| https://www.w3.org/2000/01/rdf-schema#label |
scikit-learn GradientBoosting
|
| gptkbp:implementedIn |
gradient boosting
|
| gptkbp:introducedIn |
gptkb:scikit-learn_0.13
|
| gptkbp:mayInclude |
gptkb:GradientBoostingClassifier
gptkb:GradientBoostingRegressor |
| gptkbp:parameter |
loss
tol verbose learning_rate max_depth max_features min_samples_leaf min_samples_split n_estimators n_iter_no_change random_state subsample validation_fraction warm_start |
| gptkbp:partOf |
gptkb:scikit-learn
|
| gptkbp:supports |
gptkb:dictionary
regression early stopping feature importance staged predictions |
| gptkbp:uses |
decision trees
|
| gptkbp:writtenBy |
gptkb:Python
|
| gptkbp:bfsParent |
gptkb:LightGBM
|
| gptkbp:bfsLayer |
5
|