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Light GBM classifier

Erol Masimov answered on September 28, 2022 Popularity 8/10 Helpfulness 10/10

answer Light GBM classifier

Light GBM classifier

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import lightgbm as lgb
params = {
    'learning_rate': 0.005,
    "max_depth": 12,
    "num_leaves": 24,  
    "max_bin": 512,
    "num_iterations": 10000
}
model = lgb.LGBMClassifier(**params)
model.fit(X_train,y_train,
          eval_set=[(X_test, y_test)],
        early_stopping_rounds=1000)

Popularity 8/10 Helpfulness 10/10 Language python

Source: Grepper

Tags: gbm light python

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Contributed on Sep 28 2022

Erol Masimov

0 Answers Avg Quality 2/10

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