by J. Ross Quinlan, J. R. Quinlan · tapa blanda · ISBN 9781558602380
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«C4.5: Programs for Machine Learning» is the technical manual by J. Ross Quinlan on machine learning, published by Morgan Kaufmann in paperback.
The book describes the C4.5 system, which generates classification models in the form of decision trees or if-then rules to classify new cases. It includes the user guide, implementation notes, the C source code for UNIX, and case studies, and addresses issues such as missing data and overfitting.
The work belongs to the Morgan Kaufmann Series in Machine Learning and corresponds to the first edition.
It is of interest to developers of classification systems and to students of machine learning and expert systems.
