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Title: :  Implementation of FAST using Map-Reduce
PaperId: :  9572
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-9572
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sandhya WagherePCCOE,Pune
Tejal ShahPCCOE,Pune
Dipali MorankarPCCOE,Pune
Kajal SawantPCCOE,Pune

Abstract

Computer Engeneering
Data Mining, FAST, Redundant Features, Irrelevant features, Clustering, Representative Features, Hadoop, Map - Reduce.
The process of finding interesting patterns and knowledge from huge amount of data is known as Data Mining. Association rule mining is One of the most important techniques in this field is association rule mining. Association rule mining is a process which is meant to discover frequent patterns, correlations, associations, or causal structures from datasets. Feature selection is the process of selecting a subset of relevant features from large amount of data. Feature selection involves identifying a subset of the most useful features that reduces the size of original dataset. A feature selection algorithm may be evaluated from both the efficiency and effectiveness points of view. Efficiency is based on the time required to find a subset of features and the effectiveness is related to the quality of the subset of features. Based on these criteria, a fast clustering-based feature selection algorithm, FAST, is used.

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IJARIIE Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant. "Implementation of FAST using Map-Reduce" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 407-415
MLA Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant. "Implementation of FAST using Map-Reduce." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 407-415.
APA Sandhya Waghere, Tejal Shah, Dipali Morankar, & Kajal Sawant. (2019). Implementation of FAST using Map-Reduce. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 407-415.
Chicago Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant. "Implementation of FAST using Map-Reduce." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 407-415.
Oxford Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant. 'Implementation of FAST using Map-Reduce', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 407-415. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Implementation_of_FAST_using_Map_Reduce_ijariie9572.pdf (Accessed : ).
Harvard Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant. (2019) 'Implementation of FAST using Map-Reduce', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 407-415IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Implementation_of_FAST_using_Map_Reduce_ijariie9572.pdf (Accessed : )
IEEE Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant, "Implementation of FAST using Map-Reduce," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 407-415, Mar-App 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Implementation_of_FAST_using_Map_Reduce_ijariie9572.pdf [Accessed : ].
Turabian Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant. "Implementation of FAST using Map-Reduce." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 ().
Vancouver Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant. Implementation of FAST using Map-Reduce. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(2) : 407-415. Available from: https://ijariie.com/AdminUploadPdf/Implementation_of_FAST_using_Map_Reduce_ijariie9572.pdf
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