UGC Approved Journal no 63975(19)

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

Volume 6 Issue 5
May-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIRBS06004


Registration ID:
207681

Page Number

16-19

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Title

MULTITIER CLASSIFIERS FOR SECURITY OF BIG DATA

Abstract

Big data achieves a lot of attention from researchers in recent years as a result of it's become in varied application domains. The SVM (Support Vector Machine) and J48 classifiers with base classifiers for rising performance of classification. SVM is higher accuracy and it will turn out powerful leads to vary from wonderful. The planed LIME classifier is giant as a result of it's tailored for handling massive knowledge. during this ensemble classifiers are combined at every tier. Next tier can collect outputs from previous tier, analyses and mix them and send their output to the following tier. Here multitier are used due to several tiers, work is split into every of those tiers in order that speed and accuracy will increase. it's simple to run. It includes totally different ensemble classifiers on many levels, combining strengths of their ways. This classifier is additionally concern for security of huge knowledge. they're generated mechanically as a results of many iterations in applying ensemble Meta classifiers. The ensemble meta classifiers into many tiers at the same time and mix them into one mechanically generated unvaried system in order that several ensemble meta classifiers operate as integral components of alternative ensemble meta classifiers at higher tiers.

Key Words

Big data , SVM and J48, LIME classifier

Cite This Article

"MULTITIER CLASSIFIERS FOR SECURITY OF BIG DATA", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.16-19, May-2019, Available :http://www.jetir.org/papers/JETIRBS06004.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

"MULTITIER CLASSIFIERS FOR SECURITY OF BIG DATA", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp16-19, May-2019, Available at : http://www.jetir.org/papers/JETIRBS06004.pdf

Publication Details

Published Paper ID: JETIRBS06004
Registration ID: 207681
Published In: Volume 6 | Issue 5 | Year May-2019
DOI (Digital Object Identifier):
Page No: 16-19
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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