{ | |
"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, | |
} |