2024
DOI: 10.52783/jier.v4i2.842
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Machine Learning Based Risk Management of Credit Sales in Small and Mid-Size Business

Dr. Manjula Shastri, Dr. Surajit Das, Akansh Garg,
Mr. Gourab Dutta, Ms. Aneeqa, Dr. Abhishek Tripathi

Abstract: This is a study that uses ML algorithms applications for effective credit risk prediction and management in small and mid-size businesses (SMBs). One of the ways this was achieved was by using comprehensive data sets, which consisted of historical credit sales transactions, customer demographics, and economic indicators. As a result, four specific ML algorithms, namely logistic regression, decision trees, random forest and gradient boosting, were assessed as the methodology. Findings show that gradient boostin… Show more

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