Statements (31)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
scikit-learn class |
| gptkbp:documentation |
https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html
|
| gptkbp:foundIn |
sklearn.ensemble module
|
| gptkbp:hasMethod |
score
fit predict predict_proba staged_predict staged_predict_proba |
| https://www.w3.org/2000/01/rdf-schema#label |
GradientBoostingClassifier
|
| gptkbp:implementedIn |
gradient boosting
|
| gptkbp:inheritsFrom |
BaseEnsemble
ClassifierMixin |
| gptkbp:introducedIn |
gptkb:scikit-learn_0.13
|
| gptkbp:license |
gptkb:BSD_3-Clause
|
| gptkbp:openSource |
true
|
| gptkbp:parameter |
learning_rate
max_depth max_features min_samples_leaf min_samples_split n_estimators random_state subsample |
| gptkbp:supports |
binary classification
multiclass classification |
| gptkbp:usedFor |
gptkb:dictionary
|
| gptkbp:writtenBy |
gptkb:Python
|
| gptkbp:bfsParent |
gptkb:scikit-learn_GradientBoosting
|
| gptkbp:bfsLayer |
6
|