LightGBM - sklearnAPI vs training and data structure API and lgb.cv vs gridsearchcv/randomisedsearchcv

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2 weeks ago

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What are the differences between the sklearnAPI(LGBMModel, LGBMClassifier etc) and default API(lgb.Dataset, lgb.cv, lgb.train) of lightgbm? Which one should I prefer using?

Is it better to use lgb.cv or gridsearchcv/randomisedsearchcv of sklearn when using lightgbm?

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