Breast Cancer Prediction Using Advance Machine Learning Algorithms

Vinod Jain; Mayank Agrawal

doi:10.1109/ICACCS54159.2022.9785112

Breast Cancer Prediction Using Advance Machine Learning Algorithms

Vinod Jain, Mayank Agrawal

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Breast cancer is very common type of cancer now a day. It is observed in many of the women and responsible for many deaths in recent days. In this work the power of machine learning classifiers is applied in prediction of breast cancer. Three machine learning classifiers LR, KNN and Decision Tree are applied on a standard data set and their prediction accuracy is calculated. From the experiment it is concluded that the LR algorithms is best for breast cancer prediction.

Original language	English
Title of host publication	8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022
Publisher	Institute of Electrical and Electronics Engineers
Pages	1737-1740
Number of pages	4
ISBN (Electronic)	9781665408165
DOIs	https://doi.org/10.1109/ICACCS54159.2022.9785112
State	Published - 1 Jan 2022
Externally published	Yes
Event	8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022 - Coimbatore, India Duration: 25 Mar 2022 → 26 Mar 2022

Publication series

Name	8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022

Conference

Conference	8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022
Country/Territory	India
City	Coimbatore
Period	25/03/22 → 26/03/22

Keywords

Artificial Intelligence
Breast Cancer Prediction
Machine Learning

ASJC Scopus subject areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Safety, Risk, Reliability and Quality
Instrumentation

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/ICACCS54159.2022.9785112

Cite this

Jain, V., & Agrawal, M. (2022). Breast Cancer Prediction Using Advance Machine Learning Algorithms. In 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022 (pp. 1737-1740). (8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICACCS54159.2022.9785112

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title = "Breast Cancer Prediction Using Advance Machine Learning Algorithms",

abstract = "Breast cancer is very common type of cancer now a day. It is observed in many of the women and responsible for many deaths in recent days. In this work the power of machine learning classifiers is applied in prediction of breast cancer. Three machine learning classifiers LR, KNN and Decision Tree are applied on a standard data set and their prediction accuracy is calculated. From the experiment it is concluded that the LR algorithms is best for breast cancer prediction.",

keywords = "Artificial Intelligence, Breast Cancer Prediction, Machine Learning",

author = "Vinod Jain and Mayank Agrawal",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022 ; Conference date: 25-03-2022 Through 26-03-2022",

year = "2022",

month = jan,

day = "1",

doi = "10.1109/ICACCS54159.2022.9785112",

language = "English",

series = "8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022",

publisher = "Institute of Electrical and Electronics Engineers",

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}

Jain, V & Agrawal, M 2022, Breast Cancer Prediction Using Advance Machine Learning Algorithms. in 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022. 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022, Institute of Electrical and Electronics Engineers, pp. 1737-1740, 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022, Coimbatore, India, 25/03/22. https://doi.org/10.1109/ICACCS54159.2022.9785112

Breast Cancer Prediction Using Advance Machine Learning Algorithms. / Jain, Vinod; Agrawal, Mayank.
8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022. Institute of Electrical and Electronics Engineers, 2022. p. 1737-1740 (8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - Breast Cancer Prediction Using Advance Machine Learning Algorithms

AU - Jain, Vinod

AU - Agrawal, Mayank

PY - 2022/1/1

Y1 - 2022/1/1

N2 - Breast cancer is very common type of cancer now a day. It is observed in many of the women and responsible for many deaths in recent days. In this work the power of machine learning classifiers is applied in prediction of breast cancer. Three machine learning classifiers LR, KNN and Decision Tree are applied on a standard data set and their prediction accuracy is calculated. From the experiment it is concluded that the LR algorithms is best for breast cancer prediction.

AB - Breast cancer is very common type of cancer now a day. It is observed in many of the women and responsible for many deaths in recent days. In this work the power of machine learning classifiers is applied in prediction of breast cancer. Three machine learning classifiers LR, KNN and Decision Tree are applied on a standard data set and their prediction accuracy is calculated. From the experiment it is concluded that the LR algorithms is best for breast cancer prediction.

KW - Artificial Intelligence

KW - Breast Cancer Prediction

KW - Machine Learning

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U2 - 10.1109/ICACCS54159.2022.9785112

DO - 10.1109/ICACCS54159.2022.9785112

M3 - Conference contribution

AN - SCOPUS:85133199837

T3 - 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022

SP - 1737

EP - 1740

BT - 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022

PB - Institute of Electrical and Electronics Engineers

T2 - 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022

Y2 - 25 March 2022 through 26 March 2022

ER -

Jain V, Agrawal M. Breast Cancer Prediction Using Advance Machine Learning Algorithms. In 8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022. Institute of Electrical and Electronics Engineers. 2022. p. 1737-1740. (8th International Conference on Advanced Computing and Communication Systems, ICACCS 2022). doi: 10.1109/ICACCS54159.2022.9785112

Breast Cancer Prediction Using Advance Machine Learning Algorithms

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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Cite this