Explainable Machine Learning for Probability of Default Calculations
How the FICO Platform can enable explainable machine learning models for more effective PD calculations
How Transaction Analytics Transform Lending Speed and Results
Fierce competition, open banking and financial inclusion drive the uptake of transaction analytics in lending
Improving IRB and RWA Calculations with Machine Learning
Through explainable machine learning models, behavioural and PD models for the retail banking sector can be created with higher levels of predictiveness.
Debunking the Top-3 Pooled Model Myths
Best Practices: Must-have checklist for winning pooled models
How Pooled Models Help You Say “Yes” To More Good Credit Applicants
Build Stronger, More Profitable Portfolios with Pooled Models that Drive Smarter Originations Decisions
Lenders Should Consider Using "Pooled Models" When Making Originations Decisions
Using pooled models in addition to bureau scores can help creditors make more precise, value-based decisions at the origination stage.
Does the EU Framework for Responsible AI Go Far Enough?
Whilst the EU have rightly focused on the use of AI and data science strategic leadership, more needs to be done on AI explainability
Debt Collection in the Pandemic: Compassion Is Critical to Success
A combination of pre-emptive portfolio analysis, carefully timed triggers and well-managed contact and self-cure options can help customers make it through this difficult period
Mobile Money: African Tech Start-Ups Catch Investors' Eyes
The mobile money revolution started in Africa with Vodafone and M-Pesa is picking up momentum
Risk Model Management: 8 Factors for Reassessing ECL
It's time to review your expected credit loss models and impairment analysis as part of sound model management
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