public final class TabularClassificationPredictionResult extends GeneratedMessageV3 implements TabularClassificationPredictionResultOrBuilder
Prediction output format for Tabular Classification.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.predict.prediction.TabularClassificationPredictionResult
Fields
public static final int CLASSES_FIELD_NUMBER
Field Value
public static final int SCORES_FIELD_NUMBER
Field Value
Methods
public boolean equals(Object obj)
Parameter
Returns
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 static TabularClassificationPredictionResult getDefaultInstance()
Returns
public TabularClassificationPredictionResult getDefaultInstanceForType()
Returns
public static final Descriptors.Descriptor getDescriptor()
Returns
public Parser<TabularClassificationPredictionResult> getParserForType()
Returns
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()
Returns
Overrides
public final UnknownFieldSet getUnknownFields()
Returns
Overrides
Returns
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
public final boolean isInitialized()
Returns
Overrides
public static TabularClassificationPredictionResult.Builder newBuilder()
Returns
public static TabularClassificationPredictionResult.Builder newBuilder(TabularClassificationPredictionResult prototype)
Parameter
Returns
public TabularClassificationPredictionResult.Builder newBuilderForType()
Returns
protected TabularClassificationPredictionResult.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Returns
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Returns
Overrides
public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input)
Parameter
Returns
Exceptions
public static TabularClassificationPredictionResult parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(byte[] data)
Parameter
| Name | Description |
| data | byte[]
|
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(ByteString data)
Parameter
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(CodedInputStream input)
Parameter
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(InputStream input)
Parameter
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(ByteBuffer data)
Parameter
Returns
Exceptions
public static TabularClassificationPredictionResult parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Parser<TabularClassificationPredictionResult> parser()
Returns
public TabularClassificationPredictionResult.Builder toBuilder()
Returns
public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions
