UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 12
December-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1908144


Registration ID:
225380

Page Number

960-966

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Title

A SURVEY ON FEATURE SELECTION FOR CHRONIC DISEASES CLASSIFICATION SYSTEMS

Authors

Abstract

The mortality rate due to chronic diseases is increasing day by day. Timely diagnosis at an early stage can help in taking appropriate measures for prevention and mitigation of these diseases along with better prognosis. In this paper we present a survey on various approaches of feature selection and classification techniques used for prediction and identification of these diseases. We shall discuss the importance of feature selection methodologies for improving the accuracy and performance of classification systems. Feature selection, a dimensionality reduction technique can help deal with the problem of “curse of dimensionality” as large data sets means huge number of records and even greater number of features and also enhance its computational efficiency. The results and performance yielded by various classification algorithms after application of these pre-processing techniques gives us promising results.

Key Words

Data Mining, Feature Selection, Classification, Hybrid

Cite This Article

"A SURVEY ON FEATURE SELECTION FOR CHRONIC DISEASES CLASSIFICATION SYSTEMS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 12, page no.960-966, December 2019, Available :http://www.jetir.org/papers/JETIR1908144.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A SURVEY ON FEATURE SELECTION FOR CHRONIC DISEASES CLASSIFICATION SYSTEMS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 12, page no. pp960-966, December 2019, Available at : http://www.jetir.org/papers/JETIR1908144.pdf

Publication Details

Published Paper ID: JETIR1908144
Registration ID: 225380
Published In: Volume 6 | Issue 12 | Year December-2019
DOI (Digital Object Identifier):
Page No: 960-966
Country: AMRELI, GUJARAT, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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