yardstick 1.3.0

New Metrics

• The Brier score for survival data was added with brier_survival().

• The Integrated Brier score for survival data was added with brier_survival_integrated().

• The Concordance index for survival data was added with concordance_survival().

• Time-Dependent ROC curves estimation for right-censored data can now be
  calculated with roc_curve_survival().

• Time-Dependent ROC AUC estimation for right-censored data can now be
  calculated with roc_auc_survival().

Improvements

• demographic_parity(), equalized_odds(), and equal_opportunity() are new metrics for measuring model fairness. Each is implemented with the new_groupwise_metric() constructor, a general interface for defining group-aware metrics that allows for quickly and flexibly defining fairness metrics with the problem context in mind.

• metric_set() can now be used with a combination of dynamic and static survival metrics.

• Added a print method for metrics and metric sets (#435).

• All warnings and errors have been updated to use the cli package for increased clarity and consistency. (#456, #457, #458)

• brier_survival_integrated() now throws an error if input data only includes 1 evalution time point. (#460)

• Clarifying documentation about how event_level always default to "first. (#432)

Bug Fixes

• Metrics now throw more informative error if estimate argument is wrongly used. (#443)

Breaking Changes

• Curve metrics now throw an informative error instead of returning NA when missing values are found and na_rm = FALSE. (#344)