Trees, forests, chickens, and eggs: when and why to prune trees in a random forest-Reference-Cited by-同舟云学术

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Trees, forests, chickens, and eggs: when and why to prune trees in a random forest

Published:2022-08-25 Issue:1 Volume:16 Page:45-64
ISSN:1932-1864
Container-title:Statistical Analysis and Data Mining: The ASA Data Science Journal
language:en
Short-container-title:Statistical Analysis

Author:

Zhou Siyu¹^ORCID,Mentch Lucas¹

Affiliation:

1. Department of Statistics University of Pittsburgh Pittsburgh Pennsylvania USA

Funder

Division of Mathematical Sciences

National Science Foundation of Sri Lanka

Center for Research Computing, University of Pittsburgh

Publisher

Wiley

Subject

Computer Science Applications,Information Systems,Analysis

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/sam.11594

Reference45 articles.

1. M.Ahmed M.Jahangir H.Afzal A.Majeed andI.Siddiqi Using crowd‐source based features from social media and conventional features to predict the movies popularity. 2015 IEEE Int. Conf. Smart City/SocialCom/SustainCom (SmartCity) IEEE 2015 pp.273–278.

2. Reconciling modern machine-learning practice and the classical bias–variance trade-off

3. A random forest guided tour

4. Bagging predictors

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