Class TabularClassificationPredictionResult
- java.lang.Object
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- com.google.protobuf.AbstractMessageLite
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- com.google.protobuf.AbstractMessage
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- com.google.protobuf.GeneratedMessageV3
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- com.google.cloud.aiplatform.v1beta1.schema.predict.prediction.TabularClassificationPredictionResult
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- 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 typegoogle.cloud.aiplatform.v1beta1.schema.predict.prediction.TabularClassificationPredictionResult
- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class 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
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Field Summary
Fields Modifier and Type Field Description static int
CLASSES_FIELD_NUMBER
static int
SCORES_FIELD_NUMBER
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method 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(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 TabularClassificationPredictionResult
parseFrom(ByteBuffer data)
static TabularClassificationPredictionResult
parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<TabularClassificationPredictionResult>
parser()
TabularClassificationPredictionResult.Builder
toBuilder()
void
writeTo(com.google.protobuf.CodedOutputStream output)
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Methods inherited from class com.google.protobuf.GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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
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Methods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString
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Methods inherited from class com.google.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo
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Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
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Field Detail
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CLASSES_FIELD_NUMBER
public static final int CLASSES_FIELD_NUMBER
- See Also:
- Constant Field Values
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SCORES_FIELD_NUMBER
public static final int SCORES_FIELD_NUMBER
- See Also:
- Constant Field Values
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Method Detail
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newInstance
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
- Overrides:
newInstance
in classcom.google.protobuf.GeneratedMessageV3
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
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internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
- Specified by:
internalGetFieldAccessorTable
in classcom.google.protobuf.GeneratedMessageV3
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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 interfaceTabularClassificationPredictionResultOrBuilder
- Returns:
- A list containing the classes.
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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 interfaceTabularClassificationPredictionResultOrBuilder
- Returns:
- The count of classes.
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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 interfaceTabularClassificationPredictionResultOrBuilder
- Parameters:
index
- The index of the element to return.- Returns:
- The classes at the given index.
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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 interfaceTabularClassificationPredictionResultOrBuilder
- Parameters:
index
- The index of the value to return.- Returns:
- The bytes of the classes at the given index.
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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 interfaceTabularClassificationPredictionResultOrBuilder
- Returns:
- A list containing the scores.
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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 interfaceTabularClassificationPredictionResultOrBuilder
- Returns:
- The count of scores.
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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 interfaceTabularClassificationPredictionResultOrBuilder
- Parameters:
index
- The index of the element to return.- Returns:
- The scores at the given index.
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isInitialized
public final boolean isInitialized()
- Specified by:
isInitialized
in interfacecom.google.protobuf.MessageLiteOrBuilder
- Overrides:
isInitialized
in classcom.google.protobuf.GeneratedMessageV3
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writeTo
public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
- Specified by:
writeTo
in interfacecom.google.protobuf.MessageLite
- Overrides:
writeTo
in classcom.google.protobuf.GeneratedMessageV3
- Throws:
IOException
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getSerializedSize
public int getSerializedSize()
- Specified by:
getSerializedSize
in interfacecom.google.protobuf.MessageLite
- Overrides:
getSerializedSize
in classcom.google.protobuf.GeneratedMessageV3
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equals
public boolean equals(Object obj)
- Specified by:
equals
in interfacecom.google.protobuf.Message
- Overrides:
equals
in classcom.google.protobuf.AbstractMessage
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hashCode
public int hashCode()
- Specified by:
hashCode
in interfacecom.google.protobuf.Message
- Overrides:
hashCode
in classcom.google.protobuf.AbstractMessage
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parseFrom
public static TabularClassificationPredictionResult parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static TabularClassificationPredictionResult parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static TabularClassificationPredictionResult parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
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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
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parseFrom
public static TabularClassificationPredictionResult parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static TabularClassificationPredictionResult parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
- Throws:
com.google.protobuf.InvalidProtocolBufferException
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parseFrom
public static TabularClassificationPredictionResult parseFrom(InputStream input) throws IOException
- Throws:
IOException
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parseFrom
public static TabularClassificationPredictionResult parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseDelimitedFrom
public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input) throws IOException
- Throws:
IOException
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parseDelimitedFrom
public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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parseFrom
public static TabularClassificationPredictionResult parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
- Throws:
IOException
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parseFrom
public static TabularClassificationPredictionResult parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Throws:
IOException
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newBuilderForType
public TabularClassificationPredictionResult.Builder newBuilderForType()
- Specified by:
newBuilderForType
in interfacecom.google.protobuf.Message
- Specified by:
newBuilderForType
in interfacecom.google.protobuf.MessageLite
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newBuilder
public static TabularClassificationPredictionResult.Builder newBuilder()
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newBuilder
public static TabularClassificationPredictionResult.Builder newBuilder(TabularClassificationPredictionResult prototype)
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toBuilder
public TabularClassificationPredictionResult.Builder toBuilder()
- Specified by:
toBuilder
in interfacecom.google.protobuf.Message
- Specified by:
toBuilder
in interfacecom.google.protobuf.MessageLite
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newBuilderForType
protected TabularClassificationPredictionResult.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
- Specified by:
newBuilderForType
in classcom.google.protobuf.GeneratedMessageV3
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getDefaultInstance
public static TabularClassificationPredictionResult getDefaultInstance()
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parser
public static com.google.protobuf.Parser<TabularClassificationPredictionResult> parser()
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getParserForType
public com.google.protobuf.Parser<TabularClassificationPredictionResult> getParserForType()
- Specified by:
getParserForType
in interfacecom.google.protobuf.Message
- Specified by:
getParserForType
in interfacecom.google.protobuf.MessageLite
- Overrides:
getParserForType
in classcom.google.protobuf.GeneratedMessageV3
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getDefaultInstanceForType
public TabularClassificationPredictionResult getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForType
in interfacecom.google.protobuf.MessageLiteOrBuilder
- Specified by:
getDefaultInstanceForType
in interfacecom.google.protobuf.MessageOrBuilder
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