UGC Approved Journal no 63975(19)

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

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIR1905J77


Registration ID:
212126

Page Number

522-529

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Title

Prediction of Thyroid Disease Type Using Combination of Different Machine Learning Techniques

Abstract

The thyroid gland is one among the most necessary organs in our body.It secretes thyroid hormones that are responsible for controlling metabolism.The less secretion hormone causes hypothyroidism and far secretion of thyroid causes hyperthyroidism.For deciding,data processing technique is especially utilized in health care sectors,sickness identification and giving better treatment to the patients.Here,in this paper we have used two different datasets thyroid disease from UCI and various machine learning techniques have been applied for prediction of thyroid disease.Finally results are compared on the basis of confusion matrix.After performing experiments we observed that the use of neural network models and decision tree classifier produces good results as both classifier produces accuracy more than 99%.

Key Words

Decision Tree,KNN,neural Network,Regression,Support Vector Machine,Thyroid Diseases.

Cite This Article

"Prediction of Thyroid Disease Type Using Combination of Different Machine Learning Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.522-529, May-2019, Available :http://www.jetir.org/papers/JETIR1905J77.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

"Prediction of Thyroid Disease Type Using Combination of Different Machine Learning Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp522-529, May-2019, Available at : http://www.jetir.org/papers/JETIR1905J77.pdf

Publication Details

Published Paper ID: JETIR1905J77
Registration ID: 212126
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 522-529
Country: Sarguja, Chhattisgarh, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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