Package com.azure.resourcemanager.machinelearning.models

Class Classification

  • public final class Classification
extends AutoMLVertical
    Classification task in AutoML Table vertical.

    • Constructor Detail

      • Classification

        public Classification()

    • Method Detail

      • allowedModels

        public List<ClassificationModels> allowedModels()
        Get the allowedModels property: Allowed models for classification task.
        Returns:
        the allowedModels value.

      • withAllowedModels

        public Classification withAllowedModels​(List<ClassificationModels> allowedModels)
        Set the allowedModels property: Allowed models for classification task.
        Parameters:
        allowedModels - the allowedModels value to set.
        Returns:
        the Classification object itself.

      • blockedModels

        public List<ClassificationModels> blockedModels()
        Get the blockedModels property: Blocked models for classification task.
        Returns:
        the blockedModels value.

      • withBlockedModels

        public Classification withBlockedModels​(List<ClassificationModels> blockedModels)
        Set the blockedModels property: Blocked models for classification task.
        Parameters:
        blockedModels - the blockedModels value to set.
        Returns:
        the Classification object itself.

      • primaryMetric

        public ClassificationPrimaryMetrics primaryMetric()
        Get the primaryMetric property: Primary metric for the task.
        Returns:
        the primaryMetric value.

      • withPrimaryMetric

        public Classification withPrimaryMetric​(ClassificationPrimaryMetrics primaryMetric)
        Set the primaryMetric property: Primary metric for the task.
        Parameters:
        primaryMetric - the primaryMetric value to set.
        Returns:
        the Classification object itself.

      • dataSettings

        public TableVerticalDataSettings dataSettings()
        Get the dataSettings property: Data inputs for AutoMLJob.
        Returns:
        the dataSettings value.

      • withDataSettings

        public Classification withDataSettings​(TableVerticalDataSettings dataSettings)
        Set the dataSettings property: Data inputs for AutoMLJob.
        Parameters:
        dataSettings - the dataSettings value to set.
        Returns:
        the Classification object itself.

      • featurizationSettings

        public TableVerticalFeaturizationSettings featurizationSettings()
        Get the featurizationSettings property: Featurization inputs needed for AutoML job.
        Returns:
        the featurizationSettings value.

      • withFeaturizationSettings

        public Classification withFeaturizationSettings​(TableVerticalFeaturizationSettings featurizationSettings)
        Set the featurizationSettings property: Featurization inputs needed for AutoML job.
        Parameters:
        featurizationSettings - the featurizationSettings value to set.
        Returns:
        the Classification object itself.

      • limitSettings

        public TableVerticalLimitSettings limitSettings()
        Get the limitSettings property: Execution constraints for AutoMLJob.
        Returns:
        the limitSettings value.

      • withLimitSettings

        public Classification withLimitSettings​(TableVerticalLimitSettings limitSettings)
        Set the limitSettings property: Execution constraints for AutoMLJob.
        Parameters:
        limitSettings - the limitSettings value to set.
        Returns:
        the Classification object itself.

      • trainingSettings

        public TrainingSettings trainingSettings()
        Get the trainingSettings property: Inputs for training phase for an AutoML Job.
        Returns:
        the trainingSettings value.

      • withTrainingSettings

        public Classification withTrainingSettings​(TrainingSettings trainingSettings)
        Set the trainingSettings property: Inputs for training phase for an AutoML Job.
        Parameters:
        trainingSettings - the trainingSettings value to set.
        Returns:
        the Classification object itself.

      • withLogVerbosity

        public Classification withLogVerbosity​(LogVerbosity logVerbosity)
        Set the logVerbosity property: Log verbosity for the job.
        Overrides:
        withLogVerbosity in class AutoMLVertical
        Parameters:
        logVerbosity - the logVerbosity value to set.
        Returns:
        the AutoMLVertical object itself.