BanditPolicy interface

Package:

@azure/arm-machinelearning

Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation

Extends

EarlyTerminationPolicy

Properties

policyType	Polymorphic discriminator, which specifies the different types this object can be
slackAmount	Absolute distance allowed from the best performing run.
slackFactor	Ratio of the allowed distance from the best performing run.

Inherited Properties

delayEvaluation	Number of intervals by which to delay the first evaluation.
evaluationInterval	Interval (number of runs) between policy evaluations.

Property Details

policyType

Polymorphic discriminator, which specifies the different types this object can be

policyType: "Bandit"

Property Value

"Bandit"

slackAmount

Absolute distance allowed from the best performing run.

slackAmount?: number

Property Value

number

slackFactor

Ratio of the allowed distance from the best performing run.

slackFactor?: number

Property Value

number

Inherited Property Details

delayEvaluation

Number of intervals by which to delay the first evaluation.

delayEvaluation?: number

Property Value

number

Inherited From EarlyTerminationPolicy.delayEvaluation

evaluationInterval

Interval (number of runs) between policy evaluations.

evaluationInterval?: number

Property Value

number

Inherited From EarlyTerminationPolicy.evaluationInterval