Sinossi
Data classification problem is studied by statisticians and researchers of machine learning researchers. Data classification is widely used in variety of Engineering and scientific disciplines such as biology, psychology, medicines, marketing, computer vision and artificial intelligence. The goal of the data classification is to classify objects into a number of categories or classes. The task of classification is to assign a class to the data object in a given dataset. According to Pima Indians data set, the highest reported disease in the world is diabetes. The classification technique is used to classify the patterns from the large databases into predefined set of classes. This research has proposed four different classification techniques, namely, Regular Covering Technique (RCT), Stipulation Technique with Advanced Decision tree (STAD) model, Iterative Technique with J48 scion (ITJ) method and Monotony Advanced Decision tree Graft (MADG) algorithms. Regular Covering Technique (RCT) generates classification rules from both continuous and discrete datasets. In this book, various algorithms have been proposed to enhance the classification techniques.
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Data Mining
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Scholars' Press Mai 2020, 2020
ISBN 10: 6138930592
ISBN 13: 9786138930594
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Data classification problem is studied by statisticians and researchers of machine learning researchers. Data classification is widely used in variety of Engineering and scientific disciplines such as biology, psychology, medicines, marketing, computer vision and artificial intelligence. The goal of the data classification is to classify objects into a number of categories or classes. The task of classification is to assign a class to the data object in a given dataset. According to Pima Indians data set, the highest reported disease in the world is diabetes. The classification technique is used to classify the patterns from the large databases into predefined set of classes. This research has proposed four different classification techniques, namely, Regular Covering Technique (RCT), Stipulation Technique with Advanced Decision tree (STAD) model, Iterative Technique with J48 scion (ITJ) method and Monotony Advanced Decision tree Graft (MADG) algorithms. Regular Covering Technique (RCT) generates classification rules from both continuous and discrete datasets. In this book, various algorithms have been proposed to enhance the classification techniques. 156 pp. Englisch. Codice articolo 9786138930594
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Taschenbuch. Condizione: Neu. Data Mining | Enhanced Classification Methods | N. Aswin Vignesh (u. a.) | Taschenbuch | 156 S. | Englisch | 2020 | Scholars' Press | EAN 9786138930594 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Codice articolo 118505857
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Data classification problem is studied by statisticians and researchers of machine learning researchers. Data classification is widely used in variety of Engineering and scientific disciplines such as biology, psychology, medicines, marketing, computer vision and artificial intelligence. The goal of the data classification is to classify objects into a number of categories or classes. The task of classification is to assign a class to the data object in a given dataset. According to Pima Indians data set, the highest reported disease in the world is diabetes. The classification technique is used to classify the patterns from the large databases into predefined set of classes. This research has proposed four different classification techniques, namely, Regular Covering Technique (RCT), Stipulation Technique with Advanced Decision tree (STAD) model, Iterative Technique with J48 scion (ITJ) method and Monotony Advanced Decision tree Graft (MADG) algorithms. Regular Covering Technique (RCT) generates classification rules from both continuous and discrete datasets. In this book, various algorithms have been proposed to enhance the classification techniques.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 156 pp. Englisch. Codice articolo 9786138930594
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Data classification problem is studied by statisticians and researchers of machine learning researchers. Data classification is widely used in variety of Engineering and scientific disciplines such as biology, psychology, medicines, marketing, computer vision and artificial intelligence. The goal of the data classification is to classify objects into a number of categories or classes. The task of classification is to assign a class to the data object in a given dataset. According to Pima Indians data set, the highest reported disease in the world is diabetes. The classification technique is used to classify the patterns from the large databases into predefined set of classes. This research has proposed four different classification techniques, namely, Regular Covering Technique (RCT), Stipulation Technique with Advanced Decision tree (STAD) model, Iterative Technique with J48 scion (ITJ) method and Monotony Advanced Decision tree Graft (MADG) algorithms. Regular Covering Technique (RCT) generates classification rules from both continuous and discrete datasets. In this book, various algorithms have been proposed to enhance the classification techniques. Codice articolo 9786138930594
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