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ken333135/GradientBoostingClassifier

Created May 23, 2018 03:21
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GradientBoostingClassifier
#Create pipeline for GradientBoostingClassifier
params = {'n_estimators': 1200, 'max_depth': 3, 'subsample': 0.5,
'learning_rate': 0.01, 'min_samples_leaf': 1, 'random_state': 3}
GBC_pipeline = Pipeline([
('tfidf',TfidfVectorizer()),
('clf',OneVsRestClassifier(ensemble.GradientBoostingClassifier(**params),n_jobs=1)),
])
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