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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.

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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
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