ISSN: 2349-5162

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Published in:

Volume 5 Issue 8
August-2018
eISSN: 2349-5162

Unique Identifier

JETIRD006044

Page Number

302-307

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Title

An Approach for Efficient Knowledge Mining with the application PRM

ISSN

2349-5162

Cite This Article

"An Approach for Efficient Knowledge Mining with the application PRM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 8, page no.302-307, August-2018, Available :http://www.jetir.org/papers/JETIRD006044.pdf

Abstract

The methodology of data mining is used for knowledgeable dredging of information in bulk amount. This became common in approach nowadays with all associated tools in order to obtain meaningful data from heterogeneous data set for example data warehouse, data mart, and repositories. The data is mined with an approach to better understand and analyze it. The operations which are applicable to the huge datasets are the different process of classification, associations, and other tools as well. In this paper, we basically focus on analyzing data based on the classification of predictive association rules, (CPAR). It is completely rule-based learning so in order to get better accuracy in results we apply various association based methods with classification techniques to get better results. This paper has result based on applying FOIL algorithm with the application of CPAR. The paper has primarily focused on the concept of decreasing complexity on huge dataset .the concept of Foil (First-order inductive learning) is inherited by CPAR which is powerful rule-based learning technique.

Key Words

FOIL, Data mining, CPAR, Association Rule

Cite This Article

"An Approach for Efficient Knowledge Mining with the application PRM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 8, page no. pp302-307, August-2018, Available at : http://www.jetir.org/papers/JETIRD006044.pdf

Publication Details

Published Paper ID: JETIRD006044
Registration ID: 186522
Published In: Volume 5 | Issue 8 | Year August-2018
DOI (Digital Object Identifier):
Page No: 302-307
ISSN Number: 2349-5162

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Cite This Article

"An Approach for Efficient Knowledge Mining with the application PRM", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 8, page no. pp302-307, August-2018, Available at : http://www.jetir.org/papers/JETIRD006044.pdf




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