FICO Platform Starter Pack: Prescreen
Free prescreen assets to accelerate building a new credit prescreening process
Start experimenting and prototyping your new prescreen process on FICO Platform with this complete set of starter decision assets. Based on numerous, real-world implementations and best practices, these assets can jump-start your work to transform your credit decision-making. The accelerator includes: • Prescreen Model: Advanced machine learning model with top feature importance analysis • Prescreen Scorecard: Contextual scorecard with proven predictive variables • Decision Tree Models: Clear business rules with automated treatment recommendations • Testing Datasets: Real-world sample data for immediate experimentation Prescreen PDP Content.docx This comprehensive toolkit provides risk managers with faster progress towards prescreen accuracy, gives data scientists best-practice models based on real-world implementations, and offers business analysts interpretable decision logic with industry standard model formats and test data to accelerate proof-of-concept work. The accelerator comes with ready-to-use assets including sample credit bureau data, scorecard models (PMML format), decision tree models, XGBoost models, and detailed reports for each component to enable immediate testing and implementation
Features
Features
Prescreen Model
Advanced machine learning model with top feature importance analysisPrescreen Scorecard
Contextual scorecard with proven predictive variablesDecision Tree Models
Clear business rules with automated treatment recommendations