UGC Approved Journal no 63975(19)

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

Volume 5 Issue 9
September-2018
eISSN: 2349-5162

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

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Published Paper ID:
JETIRB006035


Registration ID:
186075

Page Number

179-184

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Title

Application of Feature Selection Techniques on Bioinformatics Data

Abstract

Bioinformatics so far have become an integral part of the research and various other applications in big data. Determining the clinical implications through varied experiments in biomedical research is increasing rapidly. Selection of certain attributes on which the research will rely is yet another crucial task, as the outlook of the algorithm depicts how the information extracted is useful in the given field. Feature Selection so far has proved to be efficacious in this meadow of research, as it selects a subset of features for avoiding the issue of ‘curse of dimensionality’. Multi-attribute feature selection is chosen which involves the selection of relevant attributes from multi-attributed datasets, results of which improve accuracy. Our aim is toimitate the survival probability of the diabetic patients and identify the associated risk factors along with it. The analysis depicts the factors which contribute to a shorter survival span of diabetes mellitus patients. The factors include glucose levels, BMI, age, insulin, blood pressure, skin thickness and pregnancies.

Key Words

Bioinformatics, Survival Probability, Diabetes Mellitus Patients, Feature Selection.

Cite This Article

"Application of Feature Selection Techniques on Bioinformatics Data", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 9, page no.179-184, September-2018, Available :http://www.jetir.org/papers/JETIRB006035.pdf

ISSN


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

"Application of Feature Selection Techniques on Bioinformatics Data", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 9, page no. pp179-184, September-2018, Available at : http://www.jetir.org/papers/JETIRB006035.pdf

Publication Details

Published Paper ID: JETIRB006035
Registration ID: 186075
Published In: Volume 5 | Issue 9 | Year September-2018
DOI (Digital Object Identifier):
Page No: 179-184
Country: Udaipur, Rajasthan, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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