Loan forecasting based on machine learning and variable correlation analysis

HIGHLIGHTS

  • What: Specifically after cleaning the original data set the authors evaluate the classification effect of several different machine learning algorithm models and find that the Xgboost effect performs best.
  • Who: Bohao Cui and colleagues from the DUT School of Software Technology and DUT-RU International school of information have published the Article: Loan Forecasting Based on Machine Learning and Variable Correlation Analysis, in the : Proceedings of the 2nd International Conference on Machine Learning and Automation
  • How: This paper proposes a loan forecasting method based on Xgboost and feature importance evaluation. The SHAP value . . .

     

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