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public static final class ExportFractionSplit.Builder extends GeneratedMessageV3.Builder<ExportFractionSplit.Builder> implements ExportFractionSplitOrBuilder
Assigns the input data to training, validation, and test sets as per the
given fractions. Any of training_fraction
, validation_fraction
and
test_fraction
may optionally be provided, they must sum to up to 1. If the
provided ones sum to less than 1, the remainder is assigned to sets as
decided by Vertex AI. If none of the fractions are set, by default roughly
80% of data is used for training, 10% for validation, and 10% for test.
Protobuf type google.cloud.aiplatform.v1.ExportFractionSplit
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ExportFractionSplit.BuilderImplements
ExportFractionSplitOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ExportFractionSplit.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field | FieldDescriptor |
value | Object |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
build()
public ExportFractionSplit build()
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
buildPartial()
public ExportFractionSplit buildPartial()
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
clear()
public ExportFractionSplit.Builder clear()
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
clearField(Descriptors.FieldDescriptor field)
public ExportFractionSplit.Builder clearField(Descriptors.FieldDescriptor field)
Parameter | |
---|---|
Name | Description |
field | FieldDescriptor |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
clearOneof(Descriptors.OneofDescriptor oneof)
public ExportFractionSplit.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter | |
---|---|
Name | Description |
oneof | OneofDescriptor |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
clearTestFraction()
public ExportFractionSplit.Builder clearTestFraction()
The fraction of the input data that is to be used to evaluate the Model.
double test_fraction = 3;
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder | This builder for chaining. |
clearTrainingFraction()
public ExportFractionSplit.Builder clearTrainingFraction()
The fraction of the input data that is to be used to train the Model.
double training_fraction = 1;
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder | This builder for chaining. |
clearValidationFraction()
public ExportFractionSplit.Builder clearValidationFraction()
The fraction of the input data that is to be used to validate the Model.
double validation_fraction = 2;
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder | This builder for chaining. |
clone()
public ExportFractionSplit.Builder clone()
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
getDefaultInstanceForType()
public ExportFractionSplit getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Returns | |
---|---|
Type | Description |
Descriptor |
getTestFraction()
public double getTestFraction()
The fraction of the input data that is to be used to evaluate the Model.
double test_fraction = 3;
Returns | |
---|---|
Type | Description |
double | The testFraction. |
getTrainingFraction()
public double getTrainingFraction()
The fraction of the input data that is to be used to train the Model.
double training_fraction = 1;
Returns | |
---|---|
Type | Description |
double | The trainingFraction. |
getValidationFraction()
public double getValidationFraction()
The fraction of the input data that is to be used to validate the Model.
double validation_fraction = 2;
Returns | |
---|---|
Type | Description |
double | The validationFraction. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
mergeFrom(ExportFractionSplit other)
public ExportFractionSplit.Builder mergeFrom(ExportFractionSplit other)
Parameter | |
---|---|
Name | Description |
other | ExportFractionSplit |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ExportFractionSplit.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
Exceptions | |
---|---|
Type | Description |
IOException |
mergeFrom(Message other)
public ExportFractionSplit.Builder mergeFrom(Message other)
Parameter | |
---|---|
Name | Description |
other | Message |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ExportFractionSplit.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields | UnknownFieldSet |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public ExportFractionSplit.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters | |
---|---|
Name | Description |
field | FieldDescriptor |
value | Object |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ExportFractionSplit.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters | |
---|---|
Name | Description |
field | FieldDescriptor |
index | int |
value | Object |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
setTestFraction(double value)
public ExportFractionSplit.Builder setTestFraction(double value)
The fraction of the input data that is to be used to evaluate the Model.
double test_fraction = 3;
Parameter | |
---|---|
Name | Description |
value | double The testFraction to set. |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder | This builder for chaining. |
setTrainingFraction(double value)
public ExportFractionSplit.Builder setTrainingFraction(double value)
The fraction of the input data that is to be used to train the Model.
double training_fraction = 1;
Parameter | |
---|---|
Name | Description |
value | double The trainingFraction to set. |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder | This builder for chaining. |
setUnknownFields(UnknownFieldSet unknownFields)
public final ExportFractionSplit.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter | |
---|---|
Name | Description |
unknownFields | UnknownFieldSet |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
setValidationFraction(double value)
public ExportFractionSplit.Builder setValidationFraction(double value)
The fraction of the input data that is to be used to validate the Model.
double validation_fraction = 2;
Parameter | |
---|---|
Name | Description |
value | double The validationFraction to set. |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder | This builder for chaining. |