What is recorded here?
Developed a unified framework for constructing, pruning, selecting and interpreting binary classification and regression trees, combining practical algorithms with statistical analysis.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The record is the exact four-author 1984 first-edition book. Earlier tree methods, Quinlan's ID3, later C4.5, random forests and every decision-tree implementation remain separate.
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- Publisher DOI for Classification and Regression Trees
- DBLP record for Classification and Regression Trees
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People and systems
Leo Breiman; Jerome H. Friedman; Richard A. Olshen; Charles J. Stone
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
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Documented countries / regions: United States
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English catalogue narrative
Breiman, Friedman, Olshen and Stone: Classification and Regression Trees
Developed a unified framework for constructing, pruning, selecting and interpreting binary classification and regression trees, combining practical algorithms with statistical analysis.
Scientific scope
The record is the exact four-author 1984 first-edition book. Earlier tree methods, Quinlan's ID3, later C4.5, random forests and every decision-tree implementation remain separate.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Leo Breiman; Jerome H. Friedman; Richard A. Olshen; Charles J. Stone
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.