Credit Risk Explorer
Adjust the inputs below to see how different factors affect credit risk assessment. This is a simplified model for demonstration—real models have hundreds of variables.
$20k $200k
0% 60%
0 year 30 years
0 20
0 10
0 6+
// Risk Score
42
0 100
// Key Factors
// Model Decision
// How This Works
This explorer uses a simplified logistic regression model. Each factor has a coefficient that contributes to the final score. In production, real models would include:
- Hundreds of variables from credit bureau data
- Interaction terms between factors
- Non-linear transformations
- Regulatory constraints on which variables can be used
The score thresholds shown here (Low/Moderate/High) would be calibrated to specific default rates based on historical performance data.