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Manjushree Nayak

NIST University

NIST University

Palur Hills

Berhampur, OR Odisha 761008

India

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Scholarly Papers (1)

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Revolutionizing Loan Approval: Leveraging Machine Learning for Enhanced Predictive Accuracy

Proceedings of the 3rd International Conference on Optimization Techniques in the Field of Engineering (ICOFE-2024)
Number of pages: 8 Posted: 07 Jan 2025
Jai Prakash Pandey, Bechoo Lal, Rinoo Rajesh, Mahesh Kumar Sarva, Bagam Laxmaiah and Manjushree Nayak
Lovely Professional University, Koneru Lakshmaiah Education Foundation, Enrich Technology Services Pvt Ltd, Lovely Professional University, Department of COMPUTER SCIENCE & ENGINEERING, CMR Technical Campus, Hyderabad, Hyderabad, Telangana 501401 and NIST University
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Abstract:

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Machine Learning, Loan Approval, Predictive Accuracy, Data Pre-processing, Feature Engineering, SMOTE, Ensemble Learning, Model Interpretation, SHAP Values, Financial Technology