Performance Analysis of Classifiers using Data Mining Tool

Akshay Jain

ISBN 10: 3330331526 / ISBN 13: 9783330331525

Published by LAP LAMBERT Academic Publishing Aug 2017, 2017

About this Item

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.

Seller Inventory # 9783330331525

Bibliographic Details

• Title: Performance Analysis of Classifiers using Data Mining Tool
• Publisher: LAP LAMBERT Academic Publishing Aug 2017
• Publication Date: 2017
• Language: English
• ISBN 10: 3330331526
• ISBN 13: 9783330331525
• Binding: Taschenbuch
• Condition: Neu

About this title

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.

About the Author

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.