PPtree: projection pursuit classification tree

DOI10.1214/13-EJS810zbMath1336.62185WikidataQ57392185 ScholiaQ57392185MaRDI QIDQ1951161

Dianne Cook, Eun-Kyung Lee, Ji-won Park, Yoon-Dong Lee

Publication date: 29 May 2013

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1368193535

zbMATH Keywords

projection pursuitclassification treevariable selection

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Statistical ranking and selection procedures (62F07)

Related Items (2)

SVM–CART for disease classification ⋮ A Projection Pursuit Forest Algorithm for Supervised Classification

Uses Software

• R
• rpart
• randomForest
• C4.5

Cites Work

• Unnamed Item
• Improving the precision of classification trees
• Tree-Structured Classification Via Generalized Discriminant Analysis
• Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data
• A Projection Pursuit Algorithm for Exploratory Data Analysis

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