Package com.google.cloud.aiplatform.v1

Interface ActiveLearningConfigOrBuilder

  • All Superinterfaces:
    com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
    All Known Implementing Classes:
    ActiveLearningConfig, ActiveLearningConfig.Builder
    public interface ActiveLearningConfigOrBuilder
extends com.google.protobuf.MessageOrBuilder

    • Method Detail

      • hasMaxDataItemCount

        boolean hasMaxDataItemCount()
         Max number of human labeled DataItems.
        int64 max_data_item_count = 1;
        Returns:
        Whether the maxDataItemCount field is set.

      • getMaxDataItemCount

        long getMaxDataItemCount()
         Max number of human labeled DataItems.
        int64 max_data_item_count = 1;
        Returns:
        The maxDataItemCount.

      • hasMaxDataItemPercentage

        boolean hasMaxDataItemPercentage()
         Max percent of total DataItems for human labeling.
        int32 max_data_item_percentage = 2;
        Returns:
        Whether the maxDataItemPercentage field is set.

      • getMaxDataItemPercentage

        int getMaxDataItemPercentage()
         Max percent of total DataItems for human labeling.
        int32 max_data_item_percentage = 2;
        Returns:
        The maxDataItemPercentage.

      • hasSampleConfig

        boolean hasSampleConfig()
         Active learning data sampling config. For every active learning labeling
 iteration, it will select a batch of data based on the sampling strategy.
        .google.cloud.aiplatform.v1.SampleConfig sample_config = 3;
        Returns:
        Whether the sampleConfig field is set.

      • getSampleConfig

        SampleConfig getSampleConfig()
         Active learning data sampling config. For every active learning labeling
 iteration, it will select a batch of data based on the sampling strategy.
        .google.cloud.aiplatform.v1.SampleConfig sample_config = 3;
        Returns:
        The sampleConfig.

      • getSampleConfigOrBuilder

        SampleConfigOrBuilder getSampleConfigOrBuilder()
         Active learning data sampling config. For every active learning labeling
 iteration, it will select a batch of data based on the sampling strategy.
        .google.cloud.aiplatform.v1.SampleConfig sample_config = 3;

      • hasTrainingConfig

        boolean hasTrainingConfig()
         CMLE training config. For every active learning labeling iteration, system
 will train a machine learning model on CMLE. The trained model will be used
 by data sampling algorithm to select DataItems.
        .google.cloud.aiplatform.v1.TrainingConfig training_config = 4;
        Returns:
        Whether the trainingConfig field is set.

      • getTrainingConfig

        TrainingConfig getTrainingConfig()
         CMLE training config. For every active learning labeling iteration, system
 will train a machine learning model on CMLE. The trained model will be used
 by data sampling algorithm to select DataItems.
        .google.cloud.aiplatform.v1.TrainingConfig training_config = 4;
        Returns:
        The trainingConfig.

      • getTrainingConfigOrBuilder

        TrainingConfigOrBuilder getTrainingConfigOrBuilder()
         CMLE training config. For every active learning labeling iteration, system
 will train a machine learning model on CMLE. The trained model will be used
 by data sampling algorithm to select DataItems.
        .google.cloud.aiplatform.v1.TrainingConfig training_config = 4;