rhino_health.lib.metrics.cox

Module Contents

Classes

InitialBeta	The initial beta value for the Cox metric.
Cox	A metric that calculates the Cox proportional hazard metric for a dataset.

class rhino_health.lib.metrics.cox.InitialBeta

Bases: enum.Enum

The initial beta value for the Cox metric.

ZERO = 'zero'

MEAN = 'mean'

class rhino_health.lib.metrics.cox.Cox(**data: Any)

Bases: rhino_health.lib.metrics.base_metric.AggregatableMetric

A metric that calculates the Cox proportional hazard metric for a dataset.

time_variable: rhino_health.lib.metrics.filter_variable.FilterVariableTypeOrColumnName

event_variable: rhino_health.lib.metrics.filter_variable.FilterVariableTypeOrColumnName

covariates: List[rhino_health.lib.metrics.filter_variable.FilterVariableTypeOrColumnName] | None

initial_beta: InitialBeta | None

max_iterations: int = 100

accuracy: float = 1e-06