Analysis of Breast Cancer Using Machine Learning

Analysis of Breast Cancer Using Machine Learning

Registration ID: IJNRD_226885

Published ID: IJNRD2408299

DOI: Click Here to Get

Hasti Pareshbhai Patel , Vedantvaibhav Thakur , Pradeep C Garg

breast cancer prognosis, supervised machine learning classifier.

Breast Cancer is the most important cause of death among women. In this paper, nine machine learning classification algorithms, namely Logistic Regression (LR), K-Nearest Neighbours(KNN), J48, IBK, Multi-Layer Perception, Decision Tree (DT), Support Vector Machine (SVM), Naive Bayes (NB), and Random Forest (RF) are implemented in order to evaluate the performance and the prediction power of the model. The main target of this work is to compare these algorithm performances using the Wisconsin Breast Cancer (original) dataset. The number of performance metrics such as accuracy, precision, recall, and f-1 score are taken.

Published Paper   E-Certificate

"Analysis of Breast Cancer Using Machine Learning", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 8, page no.c886-c893, August-2024, Available :https://ijnrd.org/papers/IJNRD2408299.pdf

Volume 9 Issue 8, August-2024

Pages : c886-c893

Paper Reg. ID: IJNRD_226885

Published Paper Id: IJNRD2408299

Downloads: 000121118

Research Area: Computer Science & Technology 

Country: Vadodara, Gujarat, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2408299.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2408299

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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