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Posted 2020-12-17Updated 2020-12-24UPLIFT MODELING / b.Feature Selection

【Uplift Modeling】변수의 선택방법에 대하여

해당 포스트는 Zhenyu Zhao at el. "Feature Selection Methods for Uplift Modeling" (2020)의 내용을 기반으로, Uber사에서 개발한 파이썬 오픈소스 패키지 CausalML에 구현된 소스코드들을 다루고 있습다.


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Jay Sung

Jay Sung

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Bayesian Network4
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  • Prerequisite4
    • Causal Inference4
      • a.Overall2
      • b.Bayesian Network2
  • UPLIFT MODELING4
    • a.Overall1
    • b.Feature Selection1
    • c.Methods1
      • 2.Tree-based Algorithm1
    • d.Evaluation1

Recents

2020-12-24

【Uplift Modeling】모델의 평가 AUUC & Qini measure

UPLIFT MODELING / d.Evaluation

2020-12-17

【Uplift Modeling】Uplift tree에 관한 논문 내용 번역

UPLIFT MODELING / c.Methods / 2.Tree-based Algorithm

2020-12-17

【Uplift Modeling】변수의 선택방법에 대하여

UPLIFT MODELING / b.Feature Selection

2020-12-17

【Uplift Modeling】도입의 배경에 대해 생각해보자

UPLIFT MODELING / a.Overall

【Causal Inference②】조작변수법(IV)에 관하여

2020-12-04

【Causal Inference②】조작변수법(IV)에 관하여

Prerequisite / Causal Inference / a.Overall

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