International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Science , Computer Science and Engineering

Volume5,March 2018,

Topic : A Process for Implementation of Data Preprocessing In Weka & Datapreparator Tool

Authors:Vani .N || Dr. Veeragangadhar Swamy .T.M

Abstract:Data Preprocessing is an important task in today technology to convert raw data into a knowledgeable format from web log file which helps identify individual user and session, path completion and removes inconsistent data, noisy data and irrelevant data with the help of data cleaning process. We propose tools for data cleaning processes such as Weka and DataPreparator to execute cleaning data which results in an efficient analysis of raw data into useful information and improves quality of data. In this paper, we use Weka and Data Preparator tool for data cleaning, visualization, integration data and produces the needy data for mining.

Keywords: Data preprocessing, Weka, Data Preparator

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DOI: 01.1617/vol5/iss3/pid27910


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Dr. Allon Guez
Professor, Drexel University,
USA


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IMPACT FACTOR: 4.890

ISSN(Online):2394-2320

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Thomson Reuters ID : q-6288-2016.
ORCiD Research ID : 0000-0001-9540-6799

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ARTICLES PUBLISHED:0521
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Journal Code : IJERCSE
Electronic ISSN : 2394-2320
Impact Factor : 4.890
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