ML for Loan Default Forecasting

The BoI is starting to explore how loan default forecasting can benefit from the use of ML algorithms, merging different data sources for this purpose (eg the Central Credit Register, the balance sheet data of non-financial firms and other firm-level data). This blend feeds into an ML tool that produces forecasts of loan defaults for comparison with the standard models.

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