Performance Analysis of Classifiers using Data Mining Tool

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35,90 

ISBN: 3330331526
ISBN 13: 9783330331525
Autor: Jain, Akshay/Jain, Divya/Kumar, Dinesh
Verlag: LAP LAMBERT Academic Publishing
Umfang: 56 S.
Erscheinungsdatum: 28.08.2017
Auflage: 1/2017
Format: 0.4 x 22 x 15
Gewicht: 102 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 2809195 Kategorie:

Beschreibung

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.

Autorenporträt

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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