Optimized Integer Risk Score Models
Clip Values
Extract Model Coefficients
Run Cross-Validation to Tune Lambda0
Get Model Metrics for a Single Threshold
Get Model Metrics
Calculate Risk Probability from Score
Calculate Score from Risk Probability
Pipe operator
Plot Risk Score Cross-Validation Results
Plot Risk Score Cross-Validation Results
Plot Risk Score Cross-Validation Results
Plot Risk Score Model Curve
Predict Method for Risk Model Fits
Randomly round the initialized coefficients before coordinate descent
Run risk model with random start
Fit an Integer Risk Score Model
Generate Stratified Fold IDs
Summarize Risk Model Fit
Implements an optimized approach to learning risk score models, where sparsity and integer constraints are integrated into the model-fitting process.