Improving IRB and RWA Calculations with Machine Learning
Fico Collections
FEBRUARY 14, 2022
Traditional scorecards have been the backbone of IRB expected capital loss calculations for years, but could advances in machine learning provide better models and reductions in IRB and RWA calculations? The original model structure had three PD model segments predicting default at the exposure level. LGD is kept flat.
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