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: :  Bank Loan approval data analyze and prediction using data science technology
PaperId: :  17483
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-17483
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ramya UAnand Institute Of Higher Technology
Kowsalya V Anand Institute Of Higher Technology
Mrs. MalathiAnand Institute Of Higher Technology

Abstract

computer science and engineering
Machine learning ,Training , Testing , Prediction and Accuracy
Now a day’s people have become less hesitant in applying for a loan, whether it’s personal, vehicle, education, business, or home etc. To get loans with minimal paperwork, brief eligibility tests, and aggressive interest charges. They have got opened an online channel to use and put up files for the approval procedure. Machine learning is a subfield of artificial intelligence, as the capability of a machine to imitate intelligent human behavior. Every model has some variables known as predictors that are likely to influence future results. The prediction model helps the banks by minimizing the risk associated with the loan approval system. Anomaly detection is predicated on individual’s behavior profiling and works with the aid of detecting any deviation from the norm. Due to the heterogeneous nature of transaction data, there lacks a uniform treatment of attribute values. Multiple datasets from different sources would be combined to form a generalized dataset, the data set collected for predicting give data is split into Training set and Test set. Distinct gadget gaining knowledge of algorithms might be carried out to extract patterns and to acquire consequences with maximum accuracy.

Citations

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

IJARIIE Ramya U, Kowsalya V , and Mrs. Malathi. "Bank Loan approval data analyze and prediction using data science technology" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 4968-4970
MLA Ramya U, Kowsalya V , and Mrs. Malathi. "Bank Loan approval data analyze and prediction using data science technology." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 4968-4970.
APA Ramya U, Kowsalya V , & Mrs. Malathi. (2022). Bank Loan approval data analyze and prediction using data science technology. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 4968-4970.
Chicago Ramya U, Kowsalya V , and Mrs. Malathi. "Bank Loan approval data analyze and prediction using data science technology." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 4968-4970.
Oxford Ramya U, Kowsalya V , and Mrs. Malathi. 'Bank Loan approval data analyze and prediction using data science technology', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 4968-4970. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Bank_Loan_approval_data_analyze_and_prediction_using_data_science_technology_ijariie17483.pdf (Accessed : ).
Harvard Ramya U, Kowsalya V , and Mrs. Malathi. (2022) 'Bank Loan approval data analyze and prediction using data science technology', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 4968-4970IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Bank_Loan_approval_data_analyze_and_prediction_using_data_science_technology_ijariie17483.pdf (Accessed : )
IEEE Ramya U, Kowsalya V , and Mrs. Malathi, "Bank Loan approval data analyze and prediction using data science technology," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 4968-4970, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Bank_Loan_approval_data_analyze_and_prediction_using_data_science_technology_ijariie17483.pdf [Accessed : ].
Turabian Ramya U, Kowsalya V , and Mrs. Malathi. "Bank Loan approval data analyze and prediction using data science technology." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver Ramya U, Kowsalya V , and Mrs. Malathi. Bank Loan approval data analyze and prediction using data science technology. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 4968-4970. Available from: https://ijariie.com/AdminUploadPdf/Bank_Loan_approval_data_analyze_and_prediction_using_data_science_technology_ijariie17483.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
PREDICTING GENETIC VARIANTS PATHOGENECITYComputer EngineeringSyed Arbeena Kausar Download
ANDROID MALWARE DETECTION USING MACHINE LEARNING TECHNIQUESCOMPUTER SCIENCE AND ENGINEERINGS. Saiful Islam Download
IMPROVING HEALTHCARE PREDICTION OF DIABETIC PATIENTS USING KNN IMPUTED FEATURES AND TRI-ENSEMBLE MODELCOMPUTER SCIENCE AND ENGINEERINGS. Mahammad Arif Download
MONEY LAUNDERING DETECTION USING MACHINE LEARNING METHODSCOMPUTER SCIENCE AND ENGINEERINGY B. Shashank Raj Download
LEVERAGING SPATIOTEMPORAL PATTERNS FOR CYBER ATTACK DETECTION IN DISTRIBUTION SYSTEMCOMPUTER SCIENCE AND ENGINEERINGV. Kumar Download
Real-Time Heart Disease Prediction Using Machine LearningCOMPUTER SCIENCE AND ENGINEERINGP. Sri Pavan Hari Charan Download
HAND AND FACE LANDMARKS DETECTION USING MEDIA PIPE AND AICOMPUTER SCIENCE AND ENGINEERINGK. V. Bharath Kumar Download
VEHICLES SPEED DETECTION SYSTEM USING OPENCVCOMPUTER SCIENCE AND ENGINEERINGS. Santosh Download
SUSPICIOUS HUMAN ACTIVITY RECOGNITION FROM SURVEILLANCE VIDEOS USING DEEP LEARNINGCOMPUTER SCIENCE AND ENGINEERINGM. Lakshmi kanth Download
DETECTION OF THYROID DISORDERS USING MACHINE LEARNING APPOARCHCOMPUTER SCIENCE AND ENGINEERINGP. Shamiulla Download
Events Recommendation SystemComputer Science and EngineeringDharsana S Download
Online Attendance Using Web ApplicationComputer EngineeringMrs. P. Saranya Download
Automated Pneumonia Detection Using ResNet50 Deep Learning ModelDepartment of Computer Science & Engineering, D.Y.Patil Technical Campus, Shivaji University, KolhapurSohan Sanjay Kamalakar Download
MULTI-DISEASE DETECTION USING MACHINE LEARNINGComputer EngineeringNamithadevi N N Download
NETWORK TRAFFIC ANALYSIS WITH BIG DATA AND DEEP LEARNING TECHNIQUESCOMPUTER SCIENCE AND ENGINEERINGD VYSHNAVI Download
12