Free Download C4.5 Programs for Machine Learning (Morgan Kaufmann Series in Machine Learning)

Free C4.5 Programs for Machine Learning (Morgan Kaufmann Series in Machine Learning)

Free C4.5 Programs for Machine Learning (Morgan Kaufmann Series in Machine Learning)

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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 emphasis on making the models understandable as well as accurate. The system has been applied successfully to tasks involving tens of thousands of cases described by hundreds of properties. The book starts from simple core learning methods and shows how they can be elaborated and extended to deal with typical problems such as missing data and over hitting. Advantages and disadvantages of the C4.5 approach are discussed and illustrated with several case studies. This bookshould be of interest to developers of classification-based intelligent systems and to students in machine learning and expert systems courses. C4 5 PROGRAMS FOR MACHINE LEARNING MORGAN KAUFMANN SERIES c4 5 programs for machine learning morgan kaufmann series in download c4 5 programs for machine learning morgan kaufmann series in machine learning ebooks and C45: Programs for Machine Learning - John Ross Quinlan Morgan Kaufmann Publishers Volume 1 of C45 - programs for machine learning / J Ross Quinlan Morgan Kaufmann series in machine learning C45: Programs for Machine Learning (Morgan Kaufmann Find helpful customer reviews and review ratings for C45: Programs for Machine Learning (Morgan Kaufmann Programs for Machine Learning (Morgan Kaufmann Series in C45: Programs for Machine Learning - John Ross Quinlan Morgan Kaufmann; ; Barnes C45: Programs for Machine Learning Morgan Kaufmann series in machine learning Representation and Reasoning Series C45: Programs for Machine Learning (Morgan Kaufmann C45: Programs for Machine Learning (Morgan Kaufmann Series in Machine Learning) abstract : C45: programs for machine learning : C45: programs for machine learning C45: programs for machine learning and Ross Quinlan's work on ID3 and C45 is widely acknowledged Programs for Machine Learning (Morgan Kaufmann Series in C4 5 Programs for Machine Learning Morgan Kaufmann Series C4 5 Programs for Machine Learning Morgan Kaufmann Series in Machine Learning Helen Gaylor Loading Unsubscribe from Helen Gaylor? Cancel C4 5 PROGRAMS FOR MACHINE LEARNING MORGAN KAUFMANN SERIES c4 5 programs for machine learning morgan kaufmann series in machine more related with c4 5 programs for machine learning morgan kaufmann series in C45: Programs for Machine Learning (Morgan Kaufmann C45: Programs for Machine Learning (Morgan Kaufmann Series in Machine Learning) Programs for Machine Learning (Morgan Kaufmann Series in Machine Learning) C45: Programs for Machine Learning (Morgan Kaufmann Buy C45: Programs for Machine Learning (Morgan C45: Programs for Machine Learning and over Programs for Machine Learning (Morgan Kaufmann Series in
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