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Title: :  Bank loan prediction system using Logistic Regression
PaperId: :  19352
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19352
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
S.SivaselviErode Sengunthar Engineering College
V.AnupriyaErode Sengunthar Engineering College
P. Babhu GaneshErode Sengunthar Engineering College
S.RajapandiErode Sengunthar Engineering College

Abstract

Computer Science and Engineering
Loan, Machine Learning, Training, Testing, Prediction.
For financial companies, the loan approval process is crucial. For numerous difficulties, the banking industry is always in need of a more precise predictive modelling system. For the financial sector, predicting credit defaulters is a challenging issue. The loan applications were approved or rejected by the system. A key determining factor in a bank's financial results is loan recovery. Predicting whether a consumer will pay back a debt is exceedingly tough. For vast amounts of data, machine learning (ML) techniques are highly helpful in predicting outcomes. Three machine learning methods, Logistic Regression (LR), Decision Tree (DT), and Random Forest (RF).In this study, are utilised to predict whether consumers will be authorised for loans. The experimental results show that the Logistic Regression will be better when compared to other two algorithms.

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IJARIIE S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi. "Bank loan prediction system using Logistic Regression" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 326-332
MLA S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi. "Bank loan prediction system using Logistic Regression." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 326-332.
APA S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, & S.Rajapandi. (2023). Bank loan prediction system using Logistic Regression. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 326-332.
Chicago S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi. "Bank loan prediction system using Logistic Regression." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 326-332.
Oxford S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi. 'Bank loan prediction system using Logistic Regression', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 326-332. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Bank_loan_prediction_system_using_Logistic_Regression_ijariie19352.pdf (Accessed : ).
Harvard S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi. (2023) 'Bank loan prediction system using Logistic Regression', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 326-332IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Bank_loan_prediction_system_using_Logistic_Regression_ijariie19352.pdf (Accessed : )
IEEE S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi, "Bank loan prediction system using Logistic Regression," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 326-332, Mar-App 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/Bank_loan_prediction_system_using_Logistic_Regression_ijariie19352.pdf [Accessed : ].
Turabian S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi. "Bank loan prediction system using Logistic Regression." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver S.Sivaselvi, V.Anupriya, P. Babhu Ganesh, and S.Rajapandi. Bank loan prediction system using Logistic Regression. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 326-332. Available from: http://ijariie.com/AdminUploadPdf/Bank_loan_prediction_system_using_Logistic_Regression_ijariie19352.pdf
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