Synopsis
Recently, Data Mining Classification has found its remarkably outstanding hold in the medical field. Machine learning is an emerging field in understanding and analyzing huge amount of healthcare data. This research comes out with the performance analysis of various classification techniques on healthcare datasets using machine learning tool Weka. We applied different classifiers on four medical datasets to find out the best classification algorithm. With the results obtained, it is found that J48 algorithm and Random Forest algorithm shows most promising results among all classification algorithms.
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Présentation de l'éditeur
Recently, Data Mining Classification has found its remarkably outstanding hold in the medical field. Machine learning is an emerging field in understanding and analyzing huge amount of healthcare data. This research comes out with the performance analysis of various classification techniques on healthcare datasets using machine learning tool Weka. We applied different classifiers on four medical datasets to find out the best classification algorithm. With the results obtained, it is found that J48 algorithm and Random Forest algorithm shows most promising results among all classification algorithms.
Biographie de l'auteur
Akshay Jain is pursuing MTech from Maharishi Dayanand University, Rohtak in Computer Science. His current research interests include Data Mining classification algorithms and clustering algorithms. Akshay Jain received the B.Tech in IT from Maharishi Dayanand University, Rohtak in 2012. He is author of two research papers in International Journals.
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Performance Analysis of Classifiers using Data Mining Tool
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LAP LAMBERT Academic Publishing Aug 2017, 2017
ISBN 10 : 3330331526
ISBN 13 : 9783330331525
Neuf
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Recently, Data Mining Classification has found its remarkably outstanding hold in the medical field. Machine learning is an emerging field in understanding and analyzing huge amount of healthcare data. This research comes out with the performance analysis of various classification techniques on healthcare datasets using machine learning tool Weka. We applied different classifiers on four medical datasets to find out the best classification algorithm. With the results obtained, it is found that J48 algorithm and Random Forest algorithm shows most promising results among all classification algorithms. 56 pp. Englisch. N° de réf. du vendeur 9783330331525
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Performance Analysis of Classifiers using Data Mining Tool
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LAP LAMBERT Academic Publishing, 2017
ISBN 10 : 3330331526
ISBN 13 : 9783330331525
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Performance Analysis of Classifiers using Data Mining Tool
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ISBN 10 : 3330331526
ISBN 13 : 9783330331525
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Jain AkshayAkshay Jain is pursuing MTech from Maharishi Dayanand University, Rohtak in Computer Science. His current research interests include Data Mining classification algorithms and clustering algorithms. Akshay Jain received the. N° de réf. du vendeur 160565310
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Performance Analysis of Classifiers using Data Mining Tool
Edité par
LAP LAMBERT Academic Publishing Aug 2017, 2017
ISBN 10 : 3330331526
ISBN 13 : 9783330331525
Neuf
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Taschenbuch. Etat : Neu. Neuware -Recently, Data Mining Classification has found its remarkably outstanding hold in the medical field. Machine learning is an emerging field in understanding and analyzing huge amount of healthcare data. This research comes out with the performance analysis of various classification techniques on healthcare datasets using machine learning tool Weka. We applied different classifiers on four medical datasets to find out the best classification algorithm. With the results obtained, it is found that J48 algorithm and Random Forest algorithm shows most promising results among all classification algorithms.Books on Demand GmbH, Überseering 33, 22297 Hamburg 56 pp. Englisch. N° de réf. du vendeur 9783330331525
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Performance Analysis of Classifiers using Data Mining Tool
Edité par
LAP LAMBERT Academic Publishing, 2017
ISBN 10 : 3330331526
ISBN 13 : 9783330331525
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Taschenbuch. Etat : Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Recently, Data Mining Classification has found its remarkably outstanding hold in the medical field. Machine learning is an emerging field in understanding and analyzing huge amount of healthcare data. This research comes out with the performance analysis of various classification techniques on healthcare datasets using machine learning tool Weka. We applied different classifiers on four medical datasets to find out the best classification algorithm. With the results obtained, it is found that J48 algorithm and Random Forest algorithm shows most promising results among all classification algorithms. N° de réf. du vendeur 9783330331525
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Performance Analysis of Classifiers using Data Mining Tool
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LAP LAMBERT Academic Publishing, 2017
ISBN 10 : 3330331526
ISBN 13 : 9783330331525
Neuf
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Taschenbuch. Etat : Neu. Performance Analysis of Classifiers using Data Mining Tool | Akshay Jain (u. a.) | Taschenbuch | 56 S. | Englisch | 2017 | LAP LAMBERT Academic Publishing | EAN 9783330331525 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. N° de réf. du vendeur 109631351
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