lightgbm.LGBMClassifier
=======================

.. currentmodule:: lightgbm

.. autoclass:: LGBMClassifier

   
   .. automethod:: __init__

   
   .. rubric:: Methods

   .. autosummary::
   
      ~LGBMClassifier.__init__
      ~LGBMClassifier.fit
      ~LGBMClassifier.get_metadata_routing
      ~LGBMClassifier.get_params
      ~LGBMClassifier.predict
      ~LGBMClassifier.predict_proba
      ~LGBMClassifier.score
      ~LGBMClassifier.set_fit_request
      ~LGBMClassifier.set_params
      ~LGBMClassifier.set_predict_proba_request
      ~LGBMClassifier.set_predict_request
      ~LGBMClassifier.set_score_request
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~LGBMClassifier.best_iteration_
      ~LGBMClassifier.best_score_
      ~LGBMClassifier.booster_
      ~LGBMClassifier.classes_
      ~LGBMClassifier.evals_result_
      ~LGBMClassifier.feature_importances_
      ~LGBMClassifier.feature_name_
      ~LGBMClassifier.n_classes_
      ~LGBMClassifier.n_estimators_
      ~LGBMClassifier.n_features_
      ~LGBMClassifier.n_features_in_
      ~LGBMClassifier.n_iter_
      ~LGBMClassifier.objective_