Financial Services Agency Japan trials machine learning to predict credit downgrades
By Financial Services Agency Japan
Japan FSA employed an innovative machine learning model to analyse granular loan data from regional banks alongside macroeconomic indicators to forecast credit risks. The regulator's recently published research paper reveals that lower loan coverage ratios were particularly prevalent among shared borrowers and cross-border loans.
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