UGC Approved Journal no 63975(19)

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

Volume 9 Issue 6
June-2022
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2206587


Registration ID:
404381

Page Number

f688-f693

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Title

Lung Cancer Detection Using SVM, CART and RF Algorithm

Abstract

Lung cancer is the cause of every sixth death around the world making it the second leading cause of death. Approximately 42 million people across the world suffer from cancer and this figure is continuously increasing. In India, approximately two and half million people are suffering from different types of cancer. If most of the cancers are detected in an early stage, then with the right remedy they can be cured. This paper offers details on a method in which CNN with SVM, CART and Random Forest algorithm is used for the detection of illnesses like lung cancer. This paper also details the different machine learning techniques used to classify cancer into malignant and normal categories. We have used three machine learning algorithms support vector machine, CART and random forest. Out of these, we get good accuracy on the random forest which is 96.23% on 100 epochs.

Key Words

Convolutional Neural Network, Deep Learning, Machine Learning, Cart, Support Vector Machine, Random Forest, Image Processing

Cite This Article

"Lung Cancer Detection Using SVM, CART and RF Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 6, page no.f688-f693, June-2022, Available :http://www.jetir.org/papers/JETIR2206587.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

"Lung Cancer Detection Using SVM, CART and RF Algorithm", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 6, page no. ppf688-f693, June-2022, Available at : http://www.jetir.org/papers/JETIR2206587.pdf

Publication Details

Published Paper ID: JETIR2206587
Registration ID: 404381
Published In: Volume 9 | Issue 6 | Year June-2022
DOI (Digital Object Identifier):
Page No: f688-f693
Country: Pune, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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