xorbits.lightgbm.LGBMClassifier

class xorbits.lightgbm.LGBMClassifier(*args, **kwargs)

LightGBM classifier.

This docstring was copied from lightgbm.

__init__(*args, **kwargs)

Methods

__init__(*args, **kwargs)
fit(X, y[, sample_weight, init_score, ...])	Build a gradient boosting model from the training set (X, y).
get_metadata_routing()	Get metadata routing of this object.
get_params([deep])	Get parameters for this estimator.
load_model(model)
predict(X, **kwargs)	Return the predicted value for each sample.
predict_proba(X, **kwargs)	Return the predicted probability for each class for each sample.
score(X, y[, sample_weight])	Return the mean accuracy on the given test data and labels.
set_fit_request(*[, eval_init_score, ...])	Request metadata passed to the fit method.
set_params(**params)	Set the parameters of this estimator.
set_predict_proba_request(*[, ...])	Request metadata passed to the predict_proba method.
set_predict_request(*[, num_iteration, ...])	Request metadata passed to the predict method.
set_score_request(*[, sample_weight])	Request metadata passed to the score method.
to_local()