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Published in:

Volume 7 Issue 7
July-2020
eISSN: 2349-5162

Unique Identifier

JETIR2007369

Page Number

542-546

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Title

A COMPARISON ANALYSIS OF THYROID DISEASE DETECTION USING DATA MINING TECHNIQUES AND CLASSIFIERS

ISSN

2349-5162

Cite This Article

"A COMPARISON ANALYSIS OF THYROID DISEASE DETECTION USING DATA MINING TECHNIQUES AND CLASSIFIERS ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 7, page no.542-546, July-2020, Available :http://www.jetir.org/papers/JETIR2007369.pdf

Authors

Abstract

Thyroid hormone produces the thyroid glands which influences the metabolic activities in our body. Abnormal production of hormone produces thyroid disorders. When the production of thyroid hormones are more then we call that as hyperthyroidism On the other hand when it is less then we call that as hypothyroidism. Data mining classification techniques plays a vital role in predicting thyroid diseases. The initial step in data mining process is that the datasets are sorted in order. The next step is you identify the patterns and relationships. In this paper a comparison analysis is done based on the thyroid dataset and classification techniques available in data mining. The classification techniques used are k nearest neighbors, Support vector machine, j48, Bagging and Naïve Bayes.

Key Words

Hypothyroidism, K nearest neighbors, Support vector machine, j48, Bagging, Naïve Bayes.

Cite This Article

"A COMPARISON ANALYSIS OF THYROID DISEASE DETECTION USING DATA MINING TECHNIQUES AND CLASSIFIERS ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp542-546, July-2020, Available at : http://www.jetir.org/papers/JETIR2007369.pdf

Publication Details

Published Paper ID: JETIR2007369
Registration ID: 235659
Published In: Volume 7 | Issue 7 | Year July-2020
DOI (Digital Object Identifier):
Page No: 542-546
ISSN Number: 2349-5162

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Cite This Article

"A COMPARISON ANALYSIS OF THYROID DISEASE DETECTION USING DATA MINING TECHNIQUES AND CLASSIFIERS ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 7, page no. pp542-546, July-2020, Available at : http://www.jetir.org/papers/JETIR2007369.pdf




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