Package com.azure.resourcemanager.machinelearning.models

Class TableVerticalLimitSettings

  • public final class TableVerticalLimitSettings
extends Object
    Job execution constraints.

    • Constructor Detail

      • TableVerticalLimitSettings

        public TableVerticalLimitSettings()

    • Method Detail

      • enableEarlyTermination

        public Boolean enableEarlyTermination()
        Get the enableEarlyTermination property: Enable early termination, determines whether or not if AutoMLJob will terminate early if there is no score improvement in last 20 iterations.
        Returns:
        the enableEarlyTermination value.

      • withEnableEarlyTermination

        public TableVerticalLimitSettings withEnableEarlyTermination​(Boolean enableEarlyTermination)
        Set the enableEarlyTermination property: Enable early termination, determines whether or not if AutoMLJob will terminate early if there is no score improvement in last 20 iterations.
        Parameters:
        enableEarlyTermination - the enableEarlyTermination value to set.
        Returns:
        the TableVerticalLimitSettings object itself.

      • exitScore

        public Double exitScore()
        Get the exitScore property: Exit score for the AutoML job.
        Returns:
        the exitScore value.

      • withExitScore

        public TableVerticalLimitSettings withExitScore​(Double exitScore)
        Set the exitScore property: Exit score for the AutoML job.
        Parameters:
        exitScore - the exitScore value to set.
        Returns:
        the TableVerticalLimitSettings object itself.

      • maxConcurrentTrials

        public Integer maxConcurrentTrials()
        Get the maxConcurrentTrials property: Maximum Concurrent iterations.
        Returns:
        the maxConcurrentTrials value.

      • withMaxConcurrentTrials

        public TableVerticalLimitSettings withMaxConcurrentTrials​(Integer maxConcurrentTrials)
        Set the maxConcurrentTrials property: Maximum Concurrent iterations.
        Parameters:
        maxConcurrentTrials - the maxConcurrentTrials value to set.
        Returns:
        the TableVerticalLimitSettings object itself.

      • maxCoresPerTrial

        public Integer maxCoresPerTrial()
        Get the maxCoresPerTrial property: Max cores per iteration.
        Returns:
        the maxCoresPerTrial value.

      • withMaxCoresPerTrial

        public TableVerticalLimitSettings withMaxCoresPerTrial​(Integer maxCoresPerTrial)
        Set the maxCoresPerTrial property: Max cores per iteration.
        Parameters:
        maxCoresPerTrial - the maxCoresPerTrial value to set.
        Returns:
        the TableVerticalLimitSettings object itself.

      • maxTrials

        public Integer maxTrials()
        Get the maxTrials property: Number of iterations.
        Returns:
        the maxTrials value.

      • withMaxTrials

        public TableVerticalLimitSettings withMaxTrials​(Integer maxTrials)
        Set the maxTrials property: Number of iterations.
        Parameters:
        maxTrials - the maxTrials value to set.
        Returns:
        the TableVerticalLimitSettings object itself.

      • timeout

        public Duration timeout()
        Get the timeout property: AutoML job timeout.
        Returns:
        the timeout value.

      • withTimeout

        public TableVerticalLimitSettings withTimeout​(Duration timeout)
        Set the timeout property: AutoML job timeout.
        Parameters:
        timeout - the timeout value to set.
        Returns:
        the TableVerticalLimitSettings object itself.

      • trialTimeout

        public Duration trialTimeout()
        Get the trialTimeout property: Iteration timeout.
        Returns:
        the trialTimeout value.

      • withTrialTimeout

        public TableVerticalLimitSettings withTrialTimeout​(Duration trialTimeout)
        Set the trialTimeout property: Iteration timeout.
        Parameters:
        trialTimeout - the trialTimeout value to set.
        Returns:
        the TableVerticalLimitSettings object itself.

      • validate

        public void validate()
        Validates the instance.
        Throws:
        IllegalArgumentException - thrown if the instance is not valid.