Package com.google.cloud.aiplatform.v1.schema.predict.prediction

Interface TabularClassificationPredictionResultOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
TabularClassificationPredictionResult, TabularClassificationPredictionResult.Builder
@Generated public interface TabularClassificationPredictionResultOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Summary

    Modifier and Type
    Method
    Description
    String
    getClasses(int index)
    The name of the classes being classified, contains all possible values of the target column.
    com.google.protobuf.ByteString
    getClassesBytes(int index)
    The name of the classes being classified, contains all possible values of the target column.
    int
    getClassesCount()
    The name of the classes being classified, contains all possible values of the target column.
    List<String>
    getClassesList()
    The name of the classes being classified, contains all possible values of the target column.
    float
    getScores(int index)
    The model's confidence in each class being correct, higher value means higher confidence.
    int
    getScoresCount()
    The model's confidence in each class being correct, higher value means higher confidence.
    List<Float>
    getScoresList()
    The model's confidence in each class being correct, higher value means higher confidence.

    Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

    isInitialized

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Method Details

    • getClassesList

      List<String> getClassesList()
       The name of the classes being classified, contains all possible values of
 the target column.
      repeated string classes = 1;
      Returns:
      A list containing the classes.

    • getClassesCount

      int getClassesCount()
       The name of the classes being classified, contains all possible values of
 the target column.
      repeated string classes = 1;
      Returns:
      The count of classes.

    • getClasses

      String getClasses(int index)
       The name of the classes being classified, contains all possible values of
 the target column.
      repeated string classes = 1;
      Parameters:
      index - The index of the element to return.
      Returns:
      The classes at the given index.

    • getClassesBytes

      com.google.protobuf.ByteString getClassesBytes(int index)
       The name of the classes being classified, contains all possible values of
 the target column.
      repeated string classes = 1;
      Parameters:
      index - The index of the value to return.
      Returns:
      The bytes of the classes at the given index.

    • getScoresList

      List<Float> getScoresList()
       The model's confidence in each class being correct, higher
 value means higher confidence. The N-th score corresponds to
 the N-th class in classes.
      repeated float scores = 2;
      Returns:
      A list containing the scores.

    • getScoresCount

      int getScoresCount()
       The model's confidence in each class being correct, higher
 value means higher confidence. The N-th score corresponds to
 the N-th class in classes.
      repeated float scores = 2;
      Returns:
      The count of scores.

    • getScores

      float getScores(int index)
       The model's confidence in each class being correct, higher
 value means higher confidence. The N-th score corresponds to
 the N-th class in classes.
      repeated float scores = 2;
      Parameters:
      index - The index of the element to return.
      Returns:
      The scores at the given index.