UGC Approved Journal no 63975(19)

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

Volume 8 Issue 6
June-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2106248


Registration ID:
310551

Page Number

b758-b764

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Title

Breast Cancer Detection using Machine Learning

Abstract

In the contemporary world Breast Cancer has become the second leading cause of death among women. Early detection, assessment and followed by appropriate treatment of the cancer can reduce the deadly risk. Technology such as data mining and machine learning can substantially improve the diagnosis accuracy and reduce errors that can be made by medical professionals. This paper emphasizes on the algorithm on which machine can learn to accurately detect breast cancer. Machine Learning algorithm that are composed in this paper are Support Vector Machine, Logistic Regression, K-Nearest Neighbour Classifier, Naïve Bayes, Decision Tree and Random Forest. The Algorithm will be tested accordingly with the World Breast Cancer (WBC) datasets. Benchmarking the aforementioned algorithm and picking the most efficient amongst the algorithm is the aim of this paper.

Key Words

Breast Cancer, Support Vector Machine, K-Nearest Neighbour Classifier, Logistic Regression, Decision Tree, Random Forest

Cite This Article

"Breast Cancer Detection using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 6, page no.b758-b764, June-2021, Available :http://www.jetir.org/papers/JETIR2106248.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

"Breast Cancer Detection using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 6, page no. ppb758-b764, June-2021, Available at : http://www.jetir.org/papers/JETIR2106248.pdf

Publication Details

Published Paper ID: JETIR2106248
Registration ID: 310551
Published In: Volume 8 | Issue 6 | Year June-2021
DOI (Digital Object Identifier):
Page No: b758-b764
Country: Aizawl, Mizoram, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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