Optimized Integer Risk Score Models

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Documentation for package ‘riskscores’ version 1.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

breastcancer	Breast tissue biopsy data
clip_exp_vals	Clip Values
coef.risk_mod	Extract Model Coefficients
cv_risk_mod	Run Cross-Validation to Tune Lambda0
get_metrics	Get Model Metrics
get_metrics_internal	Get Model Metrics for a Single Threshold
get_risk	Calculate Risk Probability from Score
get_score	Calculate Score from Risk Probability
plot.cv_risk_mod	Plot Risk Score Cross-Validation Results
plot.risk_mod	Plot Risk Score Model Curve
plot_accuracy.cv_risk_mod	Plot Risk Score Cross-Validation Results
plot_deviance.cv_risk_mod	Plot Risk Score Cross-Validation Results
predict.risk_mod	Predict Method for Risk Model Fits
randomized_rounding	Randomly round the initialized coefficients before coordinate descent
risk_mod	Fit an Integer Risk Score Model
risk_mod_random_start	Run risk model with random start
stratify_folds	Generate Stratified Fold IDs
summary.risk_mod	Summarize Risk Model Fit