Optimized Integer Risk Score Models


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Documentation for package ‘riskscores’ version 1.2.1

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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