Call for Papers:Vol.11 Issue.3

Submission
Last date		 28-Jun-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

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.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

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
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
Driver Drowsiness Detection System By Measuring EAR and MARComputer Engineering Zoya Fatema Khan Download
Cloud-Based File Storage and Sharing Web ApplicationComputer Science & EngineeringMohammed Aadil Download
STUDYNEST: ONLINE LEARNING PLATFORM WITH AI RECOMMENDATION SYSTEMComputer Science and Engineering Urvashi Suresh Waghmare Download
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
Reinforcement Learning for the Evolution of Antimicrobial Nano formulationsmachine learningMadhusudan Download
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M Download
12