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Diagnosis of Hepatitis Virus using Decision Tree and Genetic Algorithm

by Mariya Khatoon, Abhay Kumar Agarwal
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 177 - Number 13
Year of Publication: 2019
Authors: Mariya Khatoon, Abhay Kumar Agarwal
10.5120/ijca2019919539

Mariya Khatoon, Abhay Kumar Agarwal . Diagnosis of Hepatitis Virus using Decision Tree and Genetic Algorithm. International Journal of Computer Applications. 177, 13 ( Oct 2019), 70-72. DOI=10.5120/ijca2019919539

@article{ 10.5120/ijca2019919539,
author = { Mariya Khatoon, Abhay Kumar Agarwal },
title = { Diagnosis of Hepatitis Virus using Decision Tree and Genetic Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { Oct 2019 },
volume = { 177 },
number = { 13 },
month = { Oct },
year = { 2019 },
issn = { 0975-8887 },
pages = { 70-72 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume177/number13/30961-2019919539/ },
doi = { 10.5120/ijca2019919539 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:45:48.590027+05:30
%A Mariya Khatoon
%A Abhay Kumar Agarwal
%T Diagnosis of Hepatitis Virus using Decision Tree and Genetic Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 177
%N 13
%P 70-72
%D 2019
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The aim of data mining is to extricate valuable information from large database. Data mining is the trending field of computer science which provides the efficient techniques and algorithms, performs in different domain like medical, education, business organization, banking sector, bioinformatics etc. in this paper we will provide the better algorithms to predict the presence and absence of hepatitis virus. Comparative analysis is done in this paper of decision tree and genetic algorithm to diagnose the hepatitis virus. Decision tree algorithm is used to predict the possible decisions to diagnose the hepatitis virus. And genetic algorithm is used to optimize the result.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Data mining Decision Tree Genetic Algorithm Hepatitis Virus

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