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Title: :  “Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”
PaperId: :  20977
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20977
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
JASWINDER KAURRIET PHAGWARA
DR.NAVEEN DHILLIONRIET PHAGWARA

Abstract

COMPUTER SCIENCE
CLASSIFICATION AND CLUSTERING
With the information technology advancement, huge amount of data is available around each corner. To extract meaningful information and hidden patterns from available data, data mining techniques can be applied. There are many techniques in data mining to find hidden patterns such as clustering, classification, and association rule mining and regression analysis. Data mining is the process is to extract information from a data set and transform it into an understandable structure. It is the computational process of discovering patterns in large data sets involving methods at the intersection of artificial intelligence, machine learning, statistics, and database systems. Clustering is dividing data set into related groups such that all the groups do not have anything in common. Prediction, as the name suggests, predictions are made with available data set. It does not give surety of any kind, it may predict right or may predict wrong. Classification is classification of data sets into some predefined sets using various mathematical models. Association is discovering a correlation hidden in large amount of data, that is, in a given transaction based on the relationships between the items a pattern is discovered. In this research, we study one of the most widely used methods to handle big data, that is, data mining clustering algorithms and classification algorithms. Here we have studied and made a comparative analysis of classification and clustering algorithms. A comparison between proposed study and earlier method is performed in terms of certain parameters such as accuracy, error recognition rate and execution time.

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IJARIIE JASWINDER KAUR, and DR.NAVEEN DHILLION. "“Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 4963-4969
MLA JASWINDER KAUR, and DR.NAVEEN DHILLION. "“Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 4963-4969.
APA JASWINDER KAUR, & DR.NAVEEN DHILLION. (2023). “Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 4963-4969.
Chicago JASWINDER KAUR, and DR.NAVEEN DHILLION. "“Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 4963-4969.
Oxford JASWINDER KAUR, and DR.NAVEEN DHILLION. '“Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 4963-4969. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/“Comparison_the_various_Classification_and_Clustering_Algorithms_using_WEKA_Tool_on_data_set”_ijariie20977.pdf (Accessed : ).
Harvard JASWINDER KAUR, and DR.NAVEEN DHILLION. (2023) '“Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 4963-4969IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/“Comparison_the_various_Classification_and_Clustering_Algorithms_using_WEKA_Tool_on_data_set”_ijariie20977.pdf (Accessed : )
IEEE JASWINDER KAUR, and DR.NAVEEN DHILLION, "“Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 4963-4969, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/“Comparison_the_various_Classification_and_Clustering_Algorithms_using_WEKA_Tool_on_data_set”_ijariie20977.pdf [Accessed : ].
Turabian JASWINDER KAUR, and DR.NAVEEN DHILLION. "“Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver JASWINDER KAUR, and DR.NAVEEN DHILLION. “Comparison the various Classification and Clustering Algorithms using WEKA Tool on data set”. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 4963-4969. Available from: https://ijariie.com/AdminUploadPdf/“Comparison_the_various_Classification_and_Clustering_Algorithms_using_WEKA_Tool_on_data_set”_ijariie20977.pdf
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