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Comparative study on Loan Approval Prediction Utilizing Machine Learning Approaches
12 references·0 citing·38 second hop
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References

  • 2021Loan default prediction using decision trees and random forest: A comparative study107 cited
  • 2023An ensemble machine learning based bank loan approval predictions system with a smart application80 cited
  • 2021Financial Distress Prediction for Small and Medium Enterprises Using Machine Learning Techniques79 cited
  • 2023Explainable prediction of loan default based on machine learning models73 cited
  • 2023Predictive Analytics and Machine Learning in Direct Marketing for Anticipating Bank Term Deposit Subscriptions58 cited
  • 2021Prediction of Stock Price Using Statistical and Ensemble learning Models: A Comparative Study53 cited
  • 2021Understanding the Performance of Machine Learning Models to Predict Credit Default: A Novel Approach for Supervisory Evaluation46 cited
  • 2024Exploring the impact of financial literacy on predicting credit default among farmers: An analysis using a hybrid machine learning model44 cited
  • 2024Machine Learning for an Enhanced Credit Risk Analysis: A Comparative Study of Loan Approval Prediction Models Integrating Mental Health Data41 cited
  • 2023Analyzing the impact of loan features on bank loan prediction using R andom F orest algorithm32 cited
  • 2021Predicting Delinquency on Mortgage Loans: An Exhaustive Parametric Comparison of Machine Learning Techniques25 cited
  • 2023Prediction of bank Loan Status using Machine Learning Algorithms17 cited

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