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{ "boosting_type": "gbdt", "verbose": -1, "learning_rate": 0.1, "num_class": len(TokenType), "context_size": 4, "num_boost_round": 700, "num_leaves": 127, "bagging_fraction": 0.6810645192499981, "bagging_freq": 10, "feature_fraction": 0.7087268965467017, "lambda_l1": 1.1533558410486358e-08, "lambda_l2": 4.91211684620458, "min_data_in_leaf": 47, "feature_pre_filter": False, "seed": 22, "deterministic": True, } |