Package com.azure.resourcemanager.machinelearning.models

Class TextNer

  • public final class TextNer
extends AutoMLVertical
    Text-NER task in AutoML NLP vertical. NER - Named Entity Recognition. NLP - Natural Language Processing.

    • Constructor Detail

      • TextNer

        public TextNer()

    • Method Detail

      • primaryMetric

        public ClassificationPrimaryMetrics primaryMetric()
        Get the primaryMetric property: Primary metric for Text-NER task. Only 'Accuracy' is supported for Text-NER, so user need not set this explicitly.
        Returns:
        the primaryMetric value.

      • dataSettings

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

      • withDataSettings

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

      • featurizationSettings

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

      • withFeaturizationSettings

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

      • limitSettings

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

      • withLimitSettings

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

      • withLogVerbosity

        public TextNer 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.