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MedianStoppingPolicy Class

  • Reference

Defines an early termination policy based on running averages of the primary metric of all runs.

All required parameters must be populated in order to send to Azure.

Inheritance
azure.mgmt.machinelearningservices.models._models_py3.EarlyTerminationPolicy
MedianStoppingPolicy

Constructor

MedianStoppingPolicy(*, delay_evaluation: int = 0, evaluation_interval: int = 0, **kwargs: Any)

Keyword-Only Parameters

Name Description
delay_evaluation
int

Number of intervals by which to delay the first evaluation.
evaluation_interval
int

Interval (number of runs) between policy evaluations.

Variables

Name Description
delay_evaluation
int

Number of intervals by which to delay the first evaluation.
evaluation_interval
int

Interval (number of runs) between policy evaluations.
policy_type
str or EarlyTerminationPolicyType

[Required] Name of policy configuration. Required. Known values are: "Bandit", "MedianStopping", and "TruncationSelection".