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N. Dandotiya

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Conference Jul 2026

A Hybrid Machine Learning Framework for Intelligent Loan Approval Prediction

Large volumes of loan applications motivate automated decision-support systems that can reduce processing delays and improve consistency while controlling credit risk. This study presents a unified supervised-learning framework comparing XGBoost, Gradient Boosting, and CatBoost for loan approval prediction. The experim...

N. Dandotiya, Kirti Jain, Prashant Kumar Shrivastava · 0 citations

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