outcomeInfo-class: Outcome information object.
In familiar: End-to-End Automated Machine Learning and Model Evaluation

outcomeInfo-class

R Documentation

Outcome information object.

An outcome information object stores data concerning an outcome. This is used to prospectively check data.

name: Name of the outcome, inherited from the original column name by default.
outcome_type: Type of outcome.
outcome_column: Name of the outcome column in data.
levels: Specifies class levels of categorical outcomes.
ordered: Specifies whether categorical outcomes are ordered.
reference: Class level used as reference.
time: Maximum time, as set by the time_max configuration parameter.
censored: Censoring indicators for survival outcomes.
event: Event indicators for survival outcomes.
competing_risk: Indicators for competing risks in survival outcomes.
distribution: Five-number summary (numeric outcomes), class frequency (categorical outcomes), or survival distributions.
data_id: Internal identifier for the dataset used to derive the outcome information.
run_id: Internal identifier for the specific subset of the dataset used to derive the outcome information.
transformation_parameters: Parameters used for transforming a numeric outcomes. Currently unused.
normalisation_parameters: Parameters used for normalising numeric outcomes. Currently unused.