研究lightgbm超参数及增量学习
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文章结构概览
- 文献来源
- warp_lightgbm
参考资料综述
"lightgbm": {
"n_estimators": 2000,
"boosting_type": "gbdt",
"num_leaves": {"_type": "int_quniform", "_value": [10,150],"_default": 31},
"max_depth": {"_type": "int_quniform", "_value": [1,100],"_default": 31},
"learning_rate": {"_type": "loguniform", "_value": [1e-2,0.2],"_default": 0.1},
"subsample_for_bin": {"_type": "int_quniform","_value": [2e4, 3e5, 2e4],"_default": 20000},
"feature_fraction": {"_type": "quniform","_value": [0.5,1,0.05],"_default": 1},
"bagging_fraction": {"_type
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