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 |
cv_risk_mod_random_start |
Run Cross-Validation to Tune Lambda0 with Random Start |
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 |
predict.risk_mod |
Predict Method for Risk Model Fits |
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 |