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Sinopsis
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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Reseña del editor
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.
Biografía del autor
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
Publicado por
LAP LAMBERT Academic Publishing Aug 2017, 2017
ISBN 10: 3330331526
ISBN 13: 9783330331525
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Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783330331525
Cantidad disponible: 2 disponibles
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Performance Analysis of Classifiers using Data Mining Tool
Publicado por
LAP LAMBERT Academic Publishing, 2017
ISBN 10: 3330331526
ISBN 13: 9783330331525
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783330331525
Cantidad disponible: 1 disponibles
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Performance Analysis of Classifiers using Data Mining Tool
Publicado por
LAP LAMBERT Academic Publishing, 2017
ISBN 10: 3330331526
ISBN 13: 9783330331525
Nuevo
Tapa blanda
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: 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. Nº de ref. del artículo: 160565310
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Performance Analysis of Classifiers using Data Mining Tool
Publicado por
LAP LAMBERT Academic Publishing Aug 2017, 2017
ISBN 10: 3330331526
ISBN 13: 9783330331525
Nuevo
Taschenbuch
Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783330331525
Cantidad disponible: 2 disponibles
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Performance Analysis of Classifiers using Data Mining Tool
Publicado por
LAP LAMBERT Academic Publishing, 2017
ISBN 10: 3330331526
ISBN 13: 9783330331525
Nuevo
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Librería: Revaluation Books, Exeter, Reino Unido
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Paperback. Condición: Brand New. 56 pages. 8.66x5.91x0.13 inches. In Stock. Nº de ref. del artículo: 3330331526
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