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

Class TabularClassificationPredictionResult

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

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

public final class TabularClassificationPredictionResult
extends com.google.protobuf.GeneratedMessageV3
implements TabularClassificationPredictionResultOrBuilder

 Prediction output format for Tabular Classification.
 

Protobuf type google.cloud.aiplatform.v1.schema.predict.prediction.TabularClassificationPredictionResult

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	TabularClassificationPredictionResult.Builder Prediction output format for Tabular Classification.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	CLASSES_FIELD_NUMBER
static int	SCORES_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
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.
com.google.protobuf.ProtocolStringList	getClassesList() The name of the classes being classified, contains all possible values of the target column.
static TabularClassificationPredictionResult	getDefaultInstance()
TabularClassificationPredictionResult	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<TabularClassificationPredictionResult>	getParserForType()
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.
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static TabularClassificationPredictionResult.Builder	newBuilder()
static TabularClassificationPredictionResult.Builder	newBuilder(TabularClassificationPredictionResult prototype)
TabularClassificationPredictionResult.Builder	newBuilderForType()
protected TabularClassificationPredictionResult.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static TabularClassificationPredictionResult	parseDelimitedFrom(InputStream input)
static TabularClassificationPredictionResult	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TabularClassificationPredictionResult	parseFrom(byte[] data)
static TabularClassificationPredictionResult	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TabularClassificationPredictionResult	parseFrom(ByteBuffer data)
static TabularClassificationPredictionResult	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TabularClassificationPredictionResult	parseFrom(com.google.protobuf.ByteString data)
static TabularClassificationPredictionResult	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TabularClassificationPredictionResult	parseFrom(com.google.protobuf.CodedInputStream input)
static TabularClassificationPredictionResult	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TabularClassificationPredictionResult	parseFrom(InputStream input)
static TabularClassificationPredictionResult	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<TabularClassificationPredictionResult>	parser()
TabularClassificationPredictionResult.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

CLASSES_FIELD_NUMBER

public static final int CLASSES_FIELD_NUMBER

See Also:

Constant Field Values

SCORES_FIELD_NUMBER

public static final int SCORES_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

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

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

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.GeneratedMessageV3

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.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

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.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

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.GeneratedMessageV3

getDefaultInstanceForType

public TabularClassificationPredictionResult getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder