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Mar 13, 2018 · While tuning parameters for CatBoost, it is difficult to pass indices for categorical features. Therefore, I have tuned parameters without passing categorical features and evaluated two model — one with and other without categorical features. I have separately tuned one_hot_max_size because it does not impact the other parameters. Mar 13, 2018 · While tuning parameters for CatBoost, it is difficult to pass indices for categorical features. Therefore, I have tuned parameters without passing categorical features and evaluated two model — one with and other without categorical features. I have separately tuned one_hot_max_size because it does not impact the other parameters. lightgbm parameter tuning Python script using data from TalkingData AdTracking Fraud Detection Challenge · 4,070 views · 3y ago·beginner.