evalml.pipelines.components.XGBoostClassifier¶

class evalml.pipelines.components.XGBoostClassifier(eta=0.1, max_depth=3, min_child_weight=1, n_estimators=100, random_state=0)[source]¶

XGBoost Classifier

Methods

`__init__`	Initialize self.
`describe`	Describe a component and its parameters
`fit`	Fits component to data
`predict`	Make predictions using selected features.
`predict_proba`	Make probability estimates for labels.