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Journals ACM SIGAPL APL Quote Quad Volume 31 Issue 2

This paper considers the problem of classification tree based data analysis. Among the topics discussed in the paper are: growing a classification tree using CART style exhaustive search for splits, selecting the right size for the tree using minimal cost-complexity cross-validation pruning, and examples of the application of classification trees.The algorithms are implemented in Dyalog APL.Application example is based on data from vibration monitoring equipment installed on a Nuclear Power Plant in Novovoronehz, Russia and includes classification of vibration spectra of steam generators or coolant pumps and classification of vibration spectra of steam generators of different coolant loops.

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Classification trees in APL: implementation and application

Skomorokhov, Alexander; Kutinsky, Vladimir
ACM SIGAPL APL Quote Quad , Volume 31 (2)
Association for Computing Machinery – Dec 1, 2000

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