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The Usage of Machine Learning Algorithms in Credit Evaluation Model

Year: 2024

Type: article

Abstract: Credit scoring models are important tools for evaluating the credit status of individuals or businesses and play a significant role in the financial field. This study aims to suggest a prediction framework for credit evaluation model based on machine learning (ML) algorithms and explore the application principles and steps of combining credit scoring models, then provide an practical example to show the method for applying the model.In addition, the article also analyzes the issues that credit evaluation models should pay attention to in production practice at the end.

Source: Frontiers in Business Economics and Management

DOI: 10.54097/8yyhbc96

Author: Xiaoliang Ji

Language: English

Topic: Financial Distress and Bankruptcy Prediction

Subfield: Accounting

Field: Business, Management and Accounting

Domain: Social Sciences

Open Access status: diamond

OpenAlex ID: W4404191140

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