Call for Papers:Vol.11 Issue.4

Submission
Last date		 28-Aug-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-4. 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: :  FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL
PaperId: :  17827
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 4 2022
DUI:    16.0415/IJARIIE-17827
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
GAGANDEEP KAURRIET PHAGWARA
PARMINDER SINGHRIET PHAGWARA
NAVEEN DHILLIONRIET PHAGWARA

Abstract

COMPUTER ENGINEERING
WEKA
With the huge amount of information available online, the World Wide Web is a fertile area for data mining research. Analysis of organization’s marketing data is one of the most typical of data science and machine learning. The data sets which contain marketing data can be used for two different business goals. Prediction of the results of the marketing campaign for each customer and clarification of the factors which affect the campaign results, and second are finding out customers segments, using data for the customers. Data mining is the process is to extract information from a data set and transform it into an understandable structure. There are several major data mining techniques have been developing and using in data mining projects recently including classification, clustering, prediction, sequential patterns and decision tree. Classification is a major technique in data mining and widely used in various fields. Four rule based classification algorithm considered are Decision Table, One R, PART and Zero R. For comparing the four algorithm three performance parameters number of correct or incorrect instances, error rate and execution time are considered. This research work also shows that which algorithm is most suitable for predicting the performance of the selected algorithms. Our work shows the process of WEKA analysis of file converts and selection of attributes to be mined and comparison with Knowledge Extraction of Evolutionary Learning not only analysis the data mining classifications but also the genetic, evolutionary algorithms is the best efficient tool in learning.

Citations

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

IJARIIE GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION. "FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 4 2022 Page 1153-1160
MLA GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION. "FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL." International Journal Of Advance Research And Innovative Ideas In Education 8.4(2022) : 1153-1160.
APA GAGANDEEP KAUR, PARMINDER SINGH, & NAVEEN DHILLION. (2022). FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL. International Journal Of Advance Research And Innovative Ideas In Education, 8(4), 1153-1160.
Chicago GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION. "FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 4 (2022) : 1153-1160.
Oxford GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION. 'FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, 2022, p. 1153-1160. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/FINANCIAL_BANKING_DATASET_COMPARISION_BY_USING__RULE__BASED_CLASSIFICATION_METHODS_IN_MACHINE__LEARNING_TOOL_ijariie17827.pdf (Accessed : ).
Harvard GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION. (2022) 'FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL', International Journal Of Advance Research And Innovative Ideas In Education, 8(4), pp. 1153-1160IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/FINANCIAL_BANKING_DATASET_COMPARISION_BY_USING__RULE__BASED_CLASSIFICATION_METHODS_IN_MACHINE__LEARNING_TOOL_ijariie17827.pdf (Accessed : )
IEEE GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION, "FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 4, pp. 1153-1160, Jul-Aug 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/FINANCIAL_BANKING_DATASET_COMPARISION_BY_USING__RULE__BASED_CLASSIFICATION_METHODS_IN_MACHINE__LEARNING_TOOL_ijariie17827.pdf [Accessed : ].
Turabian GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION. "FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 4 ().
Vancouver GAGANDEEP KAUR, PARMINDER SINGH, and NAVEEN DHILLION. FINANCIAL BANKING DATASET COMPARISION BY USING RULE- BASED CLASSIFICATION METHODS IN MACHINE LEARNING TOOL. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(4) : 1153-1160. Available from: https://ijariie.com/AdminUploadPdf/FINANCIAL_BANKING_DATASET_COMPARISION_BY_USING__RULE__BASED_CLASSIFICATION_METHODS_IN_MACHINE__LEARNING_TOOL_ijariie17827.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Multimodal ML Framework for Predictive Chronic Stress Assessment in Student Populationscomputer scienceAnusha B Download
Skin Cancer Detection through Neural Network on Federated LearningComputer ScienceKavya Shree A S Download
Analyzing Member Engagement through Business Intelligence: A Metabase-Driven Dashboard for Registrations, Redemptions, and TransactionsData AnalyticsAnusha S Download
Detection of fake news using Machine Learning techniquesComputer ApplicationsJanani S R Download
MACHINE LEARNING-BASED STRESS DETECTION USING PHYSIOLOGICAL SIGNALS FROM WEARABLE SENSORSComputer Science and EngineeringAkash S K Download
Optimizing Resource Allocation and Task Offloading for Real-Time IoT ApplicationsComputer ApplicationsDhanush M Download
Examining Human-Computer Interaction in Social Media PlatformsComputer ApplicationsTanuja A Download
Interpretable Multimodal Machine Learning for Early Stroke Risk‬ ‭ Prediction in Atrial Fibrillation PatientsComputer Science and EngineeringAnand Hadapad Download
5G and IoT Integration for Smart CitiesComputer EngineeringYathish K J Download
Design and Development of Automated User Responsive Assistant (AURA) or Kinetically Responsive Intelligent Assistant (KRIA) RobotArtificial IntelligenceChandana S Download
Ethical Hacking: Proactive Security Against Cybercrimecomputer engineeringShahapuram Ritika Download
Cyber Security For Wearable Health Devicescomputer Engineering Jenitha H S Download
Artificial Intelligence in Integrated Circuit Design: Revolutionizing Productivity Amidst Practical ChallengesTechnologyKhanh Pham Duy Download
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
12