eval_kfre_metrics: Summarize KFRE performance metrics by model size and horizon
In kfre: Kidney Failure Risk Equation (KFRE) Tools
eval_kfre_metrics R Documentation
Summarize KFRE performance metrics by model size and horizon
Description
Builds a wide table of Precision, Sensitivity, Specificity, AUC, Brier,
and Average Precision for specified KFRE variants at 2 and 5 years.
Usage
eval_kfre_metrics(df, n_var_list, outcome_years = 2, decimal_places = 6)
Arguments
df
Data frame with truth and probability columns.
n_var_list
Integer vector of models to evaluate, any of 4, 6, 8.
outcome_years
Integer vector of horizons, any of 2, 5.
decimal_places
Integer digits to round displayed values.
Value
Data frame of metrics with one column per model-horizon.
kfre documentation built on Aug. 28, 2025, 9:09 a.m.
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| eval_kfre_metrics | R Documentation |
Summarize KFRE performance metrics by model size and horizon
Description
Builds a wide table of Precision, Sensitivity, Specificity, AUC, Brier, and Average Precision for specified KFRE variants at 2 and 5 years.
Usage
eval_kfre_metrics(df, n_var_list, outcome_years = 2, decimal_places = 6)
Arguments
df |
Data frame with truth and probability columns. |
n_var_list |
Integer vector of models to evaluate, any of 4, 6, 8. |
outcome_years |
Integer vector of horizons, any of 2, 5. |
decimal_places |
Integer digits to round displayed values. |
Value
Data frame of metrics with one column per model-horizon.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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