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Improving IRB and RWA Calculations with Machine Learning

Fico Collections

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.

Banks 52
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Industry Report says late payments reaching crisis levels

UK debt collections

Create a new local authorities Payment Practice League Table with financial incentives for those at the top and bottom for England – building on the FSB Northern Ireland Prompt Payment Scorecard. We are determined to eradicate this issue and the current Government could use Time is Money as a catalyst for change.” added Tima McKenzie.

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FICO Fact: Can unconstrained AI/ML expand access to credit?

Fico Collections

While FICO is very heavily invested in explainable artificial intelligence (AI) , we utilize Machine Learning as a complementary tool to traditional scorecard technology for deriving fast insights into the data rather than as the underlying methodology for arriving at the final model weights.

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Does the EU Framework for Responsible AI Go Far Enough?

Fico Collections

Last month, the European Commission issued a new legal framework for AI , designed to make the European Union a centre of excellence for trustworthy AI. Whilst the EU have rightly focused on encouraging the use of AI and developing data science strategic leadership, issues like explainability are seen as optional as best.

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The Role of AI Model Governance

Fico Collections

No modeling technology including AI can overcome issues with data quality and bias, which is why the lion’s share (over 2/3rds) of the timeline and resource hours devoted to a FICO® Score redevelopment is actually associated with the up front processing, QA, and cleansing of the redevelopment data sample. Garbage in = Garbage out.

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Top 3 Actions for Delinquency Management Alleviating Inflation Concerns

Fico Collections

It might also be the case that vulnerability - marital changes, new children, expenses for elder care or childcare, medical issues, Covid-19, etc. Validate behavior scorecards and models customers. Scorecards and algorithms can be validated, fine-tuned, or redeveloped as quickly as possible. may be emerging.

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North Carolina Braces for the Real Estate Litigation Tidal Wave

Burr Forman

The federal order associated with the CARES Act was broader and expired on July 24, allowing landlords to begin issuing 30 days’ notice for tenants to vacate properties. Using a five-category scorecard, North Carolina scores only a 0.19 out of 5.00, which has them as the 14th worst state in the country.