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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.BuilderStatic 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 |
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 |
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 |
clearOneof(Descriptors.OneofDescriptor oneof)
public TabularClassificationPredictionResult.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter | |
---|---|
Name | Description |
oneof |
OneofDescriptor |
Returns | |
---|---|
Type | Description |
TabularClassificationPredictionResult.Builder |
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 |
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 |
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 |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
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 |
Exceptions | |
---|---|
Type | Description |
IOException |
mergeFrom(Message other)
public TabularClassificationPredictionResult.Builder mergeFrom(Message other)
Parameter | |
---|---|
Name | Description |
other |
Message |
Returns | |
---|---|
Type | Description |
TabularClassificationPredictionResult.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final TabularClassificationPredictionResult.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields |
UnknownFieldSet |
Returns | |
---|---|
Type | Description |
TabularClassificationPredictionResult.Builder |
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 |
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 |
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 |