public final class TabularClassificationPredictionResult extends GeneratedMessageV3 implements TabularClassificationPredictionResultOrBuilder
Prediction output format for Tabular Classification.
Protobuf type
google.cloud.aiplatform.v1.schema.predict.prediction.TabularClassificationPredictionResult
Static Fields
public static final int CLASSES_FIELD_NUMBER
Field Value
public static final int SCORES_FIELD_NUMBER
Field Value
Static Methods
public static TabularClassificationPredictionResult getDefaultInstance()
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public static final Descriptors.Descriptor getDescriptor()
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public static TabularClassificationPredictionResult.Builder newBuilder()
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public static TabularClassificationPredictionResult.Builder newBuilder(TabularClassificationPredictionResult prototype)
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public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input)
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public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static TabularClassificationPredictionResult parseFrom(byte[] data)
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| Name | Description |
| data | byte[]
|
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public static TabularClassificationPredictionResult parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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public static TabularClassificationPredictionResult parseFrom(ByteString data)
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public static TabularClassificationPredictionResult parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static TabularClassificationPredictionResult parseFrom(CodedInputStream input)
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public static TabularClassificationPredictionResult parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public static TabularClassificationPredictionResult parseFrom(InputStream input)
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public static TabularClassificationPredictionResult parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static TabularClassificationPredictionResult parseFrom(ByteBuffer data)
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public static TabularClassificationPredictionResult parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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public static Parser<TabularClassificationPredictionResult> parser()
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Methods
public boolean equals(Object obj)
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Overrides
public String getClasses(int index)
The name of the classes being classified, contains all possible values of
the target column.
repeated string classes = 1;
| Name | Description |
| index | int
The index of the element to return.
|
Returns
| Type | Description |
| String | The classes at the given 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;
| Name | Description |
| index | int
The index of the value to return.
|
Returns
| Type | Description |
| ByteString | The bytes of the classes at the given index.
|
public int getClassesCount()
The name of the classes being classified, contains all possible values of
the target column.
repeated string classes = 1;
| Type | Description |
| int | The count of classes.
|
public ProtocolStringList getClassesList()
The name of the classes being classified, contains all possible values of
the target column.
repeated string classes = 1;
public TabularClassificationPredictionResult getDefaultInstanceForType()
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public Parser<TabularClassificationPredictionResult> getParserForType()
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Overrides
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;
| Name | Description |
| index | int
The index of the element to return.
|
Returns
| Type | Description |
| float | The scores at the given index.
|
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;
| Type | Description |
| int | The count of scores.
|
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;
| Type | Description |
| List<Float> | A list containing the scores.
|
public int getSerializedSize()
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public final UnknownFieldSet getUnknownFields()
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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Overrides
public TabularClassificationPredictionResult.Builder newBuilderForType()
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protected TabularClassificationPredictionResult.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
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public TabularClassificationPredictionResult.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
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Exceptions
