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Re:Lessons Learned from Benchmarking Fast Machine Learning A... by insulator on Wednesday July 26, 2017 @01:56AM (#14853930)
CatBoost is benefited from categorical feature transform. LightGBM is also working for the better categorical feature support (https://github.com/Microsoft/LightGBM/issues/699). I think the accuracy of LightGBM will be comparable with CatBoost when it is finished.

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