Difference between revisions of "Model Monitoring Report"
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Latest revision as of 21:07, 11 September 2020
Definition
Model Monitoring Report is a Report produced regularly by a competent authority which aims to capture the performance of a Risk Model
Example
The performance of a Credit Scorecard will be monitored and reported in order to identify Model Decay / Model Failure. Monitoring is done at the appropriate timescale (e.g., from daily to quarterly). Various levels of monitoring might be used. Monitoring typically produces updated metrics for the set of metrics that was already used in the selection / validation of the model. This includes primarily
- Portfolio evolution statistics
- Model performance statistics