Product Description
C4.5
Programs for Machine Learning
J. Ross Quinlan (Author)
9781558602380, Elsevier Science
Paperback, published 2 December 1992
312 pages
23.5 x 18.7 x 2 cm, 0.53 kg
Classifier systems play a major role in machine learning and knowledge-based systems, and Ross Quinlan's work on ID3 and C4.5 is widely acknowledged to have made some of the most significant contributions to their development. This book is a complete guide to the C4.5 system as implemented in C for the UNIX environment. It contains a comprehensive guide to the system's use , the source code (about 8,800 lines), and implementation notes.
C4.5 starts with large sets of cases belonging to known classes. The cases, described by any mixture of nominal and numeric properties, are scrutinized for patterns that allow the classes to be reliably discriminated. These patterns are then expressed as models, in the form of decision trees or sets of if-then rules, that can be used to classify new cases, with emphas]
C4.5 Quinlan Paperback Morgan Kaufmann 9781558602380
C4.5
Programs for Machine Learning
J. Ross Quinlan (Author)
9781558602380, Elsevier Science
Paperback, published 2 December 1992
312 pages
23.5 x 18.7 x 2 cm, 0.53 kg
Classifier systems play a major role in machine learning and knowledge-based systems, and Ross Quinlan's work on ID3 and C4.5 is widely acknowledged to have made some of the most significant contributions to their development. This book is a complete guide to the C4.5 system as implemented in C for the UNIX environment. It contains a comprehensive guide to the system's use , the source code (about 8,800 lines), and implementation notes.
C4.5 starts with large sets of cases belonging to known classes. The cases, described by any mixture of nominal and numeric properties, are scrutinized for patterns that allow the classes to be reliably discriminated. These patterns are then expressed as models, in the form of decision trees or sets of if-then rules, that can be used to classify new cases, with emphas]
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