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Model Ensemble: Bagging, Boosting, Stacking and Blending | LOUIS' BLOG #70

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isLouisHsu opened this issue Jun 11, 2020 · 0 comments
Open

Model Ensemble: Bagging, Boosting, Stacking and Blending | LOUIS' BLOG #70

isLouisHsu opened this issue Jun 11, 2020 · 0 comments
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https://louishsu.xyz/2020/06/02/Model-Ensemble-Bagging-Boosting-Stacking-and-Blending/

目录 目录 模型集成 原理 策略 平均法 投票法 学习法 Bagging 自助采样法 随机森林 Boosting AdaBoost 分类 回归：AdaBoost R2 多分类：SAMME 带概率输出的多分类：SAMME.R Blending Stacking 多样性 误差-分歧分解(Error-Ambiguity Decomposition) 多样性度量 多样性增强 Ref
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