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

Class TabularClassificationPredictionResult

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.schema.predict.prediction.TabularClassificationPredictionResult
All Implemented Interfaces:
TabularClassificationPredictionResultOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class TabularClassificationPredictionResult extends com.google.protobuf.GeneratedMessage implements TabularClassificationPredictionResultOrBuilder
 Prediction output format for Tabular Classification.
Protobuf type google.cloud.aiplatform.v1.schema.predict.prediction.TabularClassificationPredictionResult
See Also:

  • Field Details

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • getClassesList

      public com.google.protobuf.ProtocolStringList getClassesList()
       The name of the classes being classified, contains all possible values of
 the target column.
      repeated string classes = 1;
      Specified by:
      getClassesList in interface TabularClassificationPredictionResultOrBuilder
      Returns:
      A list containing the classes.

    • getClassesCount

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

    • getClasses

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

    • getClassesBytes

      public 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;
      Specified by:
      getClassesBytes in interface TabularClassificationPredictionResultOrBuilder
      Parameters:
      index - The index of the value to return.
      Returns:
      The bytes of the classes at the given index.

    • getScoresList

      public 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;
      Specified by:
      getScoresList in interface TabularClassificationPredictionResultOrBuilder
      Returns:
      A list containing the scores.

    • getScoresCount

      public 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;
      Specified by:
      getScoresCount in interface TabularClassificationPredictionResultOrBuilder
      Returns:
      The count of scores.

    • getScores

      public 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;
      Specified by:
      getScores in interface TabularClassificationPredictionResultOrBuilder
      Parameters:
      index - The index of the element to return.
      Returns:
      The scores at the given index.

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static TabularClassificationPredictionResult parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public TabularClassificationPredictionResult.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static TabularClassificationPredictionResult.Builder newBuilder()

    • newBuilder

      public static TabularClassificationPredictionResult.Builder newBuilder(TabularClassificationPredictionResult prototype)

    • toBuilder

      public TabularClassificationPredictionResult.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected TabularClassificationPredictionResult.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static TabularClassificationPredictionResult getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<TabularClassificationPredictionResult> parser()

    • getParserForType

      public com.google.protobuf.Parser<TabularClassificationPredictionResult> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public TabularClassificationPredictionResult getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder