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[LightGBM]Request to add some parameters(min_data_per_group, min_data_in_bin, cat_l2, max_cat_threshold, feature_fraction_seed, ...) from original LightGBM which are very important for training with higher accuracy #997

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buzz-95 opened this issue Mar 2, 2021 · 0 comments

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@buzz-95
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buzz-95 commented Mar 2, 2021

Not all the parameters from the original lightgbm https://lightgbm.readthedocs.io/en/latest/Parameters.html are present https://mmlspark.blob.core.windows.net/docs/1.0.0-rc3/scala/index.html#com.microsoft.ml.spark.lightgbm.LightGBMClassifier. These parameters are needed and it'll be appreciated if the parameters are integrated.
Some of the missing parameters are cat_l2, max_cat_threshold, cat_smooth, min_data_per_group, min_data_in_bin, random_state, feature_fraction_seed.

AB#1984586

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