Class TabularClassificationPredictionResult.Builder (3.20.0)

public static final class TabularClassificationPredictionResult.Builder extends GeneratedMessageV3.Builder<TabularClassificationPredictionResult.Builder> implements TabularClassificationPredictionResultOrBuilder

Prediction output format for Tabular Classification.

Protobuf type google.cloud.aiplatform.v1beta1.schema.predict.prediction.TabularClassificationPredictionResult

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > TabularClassificationPredictionResult.Builder

Implements

TabularClassificationPredictionResultOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

Methods

addAllClasses(Iterable<String> values)

public TabularClassificationPredictionResult.Builder addAllClasses(Iterable<String> values)

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Parameter
Name	Description
`values`	`Iterable<String>` The classes to add.

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

addAllScores(Iterable<? extends Float> values)

public TabularClassificationPredictionResult.Builder addAllScores(Iterable<? extends Float> values)

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;

Parameter
Name	Description
`values`	`Iterable<? extends java.lang.Float>` The scores to add.

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

addClasses(String value)

public TabularClassificationPredictionResult.Builder addClasses(String value)

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Parameter
Name	Description
`value`	`String` The classes to add.

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

addClassesBytes(ByteString value)

public TabularClassificationPredictionResult.Builder addClassesBytes(ByteString value)

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Parameter
Name	Description
`value`	`ByteString` The bytes of the classes to add.

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public TabularClassificationPredictionResult.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

addScores(float value)

public TabularClassificationPredictionResult.Builder addScores(float value)

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;

Parameter
Name	Description
`value`	`float` The scores to add.

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

build()

public TabularClassificationPredictionResult build()

Returns
Type	Description
`TabularClassificationPredictionResult`

buildPartial()

public TabularClassificationPredictionResult buildPartial()

Returns
Type	Description
`TabularClassificationPredictionResult`

clear()

public TabularClassificationPredictionResult.Builder clear()

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearClasses()

public TabularClassificationPredictionResult.Builder clearClasses()

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public TabularClassificationPredictionResult.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
`field`	`FieldDescriptor`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearOneof(Descriptors.OneofDescriptor oneof)

public TabularClassificationPredictionResult.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
`oneof`	`OneofDescriptor`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearScores()

public TabularClassificationPredictionResult.Builder clearScores()

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
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

clone()

public TabularClassificationPredictionResult.Builder clone()

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getClasses(int index)

public String getClasses(int index)

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Parameter
Name	Description
`index`	`int` The index of the element to return.

Returns
Type	Description
`String`	The classes at the given index.

getClassesBytes(int index)

public ByteString getClassesBytes(int index)

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Parameter
Name	Description
`index`	`int` The index of the value to return.

Returns
Type	Description
`ByteString`	The bytes of the classes at the given index.

getClassesCount()

public int getClassesCount()

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Returns
Type	Description
`int`	The count of classes.

getClassesList()

public ProtocolStringList getClassesList()

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Returns
Type	Description
`ProtocolStringList`	A list containing the classes.

getDefaultInstanceForType()

public TabularClassificationPredictionResult getDefaultInstanceForType()

Returns
Type	Description
`TabularClassificationPredictionResult`

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
`Descriptor`

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getScores(int index)

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;

Parameter
Name	Description
`index`	`int` The index of the element to return.

Returns
Type	Description
`float`	The scores at the given index.

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;

Returns
Type	Description
`int`	The count of scores.

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;

Returns
Type	Description
`List<Float>`	A list containing the scores.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeFrom(TabularClassificationPredictionResult other)

public TabularClassificationPredictionResult.Builder mergeFrom(TabularClassificationPredictionResult other)

Parameter
Name	Description
`other`	`TabularClassificationPredictionResult`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public TabularClassificationPredictionResult.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
`IOException`

mergeFrom(Message other)

public TabularClassificationPredictionResult.Builder mergeFrom(Message other)

Parameter
Name	Description
`other`	`Message`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeUnknownFields(UnknownFieldSet unknownFields)

public final TabularClassificationPredictionResult.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

setClasses(int index, String value)

public TabularClassificationPredictionResult.Builder setClasses(int index, String value)

The name of the classes being classified, contains all possible values of the target column.

repeated string classes = 1;

Parameters
Name	Description
`index`	`int` The index to set the value at.
`value`	`String` The classes to set.

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public TabularClassificationPredictionResult.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public TabularClassificationPredictionResult.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`index`	`int`
`value`	`Object`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setScores(int index, float value)

public TabularClassificationPredictionResult.Builder setScores(int index, float value)

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
Name	Description
`index`	`int` The index to set the value at.
`value`	`float` The scores to set.

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`	This builder for chaining.

setUnknownFields(UnknownFieldSet unknownFields)

public final TabularClassificationPredictionResult.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`TabularClassificationPredictionResult.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)