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Published in:

Volume 7 Issue 5
May-2020
eISSN: 2349-5162

Unique Identifier

JETIR2005145

Page Number

13-24

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Title

BREAST CANCER PREDICTION USING MACHINE LEARNING

ISSN

2349-5162

Cite This Article

"BREAST CANCER PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.7, Issue 5, page no.13-24, May-2020, Available :http://www.jetir.org/papers/JETIR2005145.pdf

Authors

Abstract

Women are seriously threatened by breast cancer with high morbidity and mortality. The lack of robust prognosis models results in difficulty for doctors to prepare a treatment plan that may prolong patient survival time. Hence, the requirement of time is to develop the technique which gives minimum error to increase accuracy. Four algorithm SVM, Logistic Regression, Random Forest and KNN which predict the breast cancer outcome have been compared in the paper using different datasets. All experiments are executed within a simulation environment and conducted in JUPYTER platform. Aim of research categorises in three domains. First domain is prediction of cancer before diagnosis, second domain is prediction of diagnosis and treatment and third domain focuses on outcome during treatment. The proposed work can be used to predict the outcome of different technique and suitable technique can be used depending upon requirement. This research is carried out to predict the accuracy. The future research can be carried out to predict the other different parameters and breast cancer research can be categorises on basis of other parameters.

Key Words

Breast Cancer, machine learning, feature selection, classification, prediction, KNN , Random Forest, ROC

Cite This Article

"BREAST CANCER PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp13-24, May-2020, Available at : http://www.jetir.org/papers/JETIR2005145.pdf

Publication Details

Published Paper ID: JETIR2005145
Registration ID: 231687
Published In: Volume 7 | Issue 5 | Year May-2020
DOI (Digital Object Identifier):
Page No: 13-24
ISSN Number: 2349-5162

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Cite This Article

"BREAST CANCER PREDICTION USING MACHINE LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.7, Issue 5, page no. pp13-24, May-2020, Available at : http://www.jetir.org/papers/JETIR2005145.pdf




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