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public static final class FractionSplit.Builder extends GeneratedMessageV3.Builder<FractionSplit.Builder> implements FractionSplitOrBuilder 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.FractionSplit
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > FractionSplit.BuilderImplements
FractionSplitOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public FractionSplit.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| FractionSplit.Builder |
build()
public FractionSplit build()| Type | Description |
| FractionSplit |
buildPartial()
public FractionSplit buildPartial()| Type | Description |
| FractionSplit |
clear()
public FractionSplit.Builder clear()| Type | Description |
| FractionSplit.Builder |
clearField(Descriptors.FieldDescriptor field)
public FractionSplit.Builder clearField(Descriptors.FieldDescriptor field)| Name | Description |
| field | FieldDescriptor |
| Type | Description |
| FractionSplit.Builder |
clearOneof(Descriptors.OneofDescriptor oneof)
public FractionSplit.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Name | Description |
| oneof | OneofDescriptor |
| Type | Description |
| FractionSplit.Builder |
clearTestFraction()
public FractionSplit.Builder clearTestFraction()The fraction of the input data that is to be used to evaluate the Model.
double test_fraction = 3;
| Type | Description |
| FractionSplit.Builder | This builder for chaining. |
clearTrainingFraction()
public FractionSplit.Builder clearTrainingFraction()The fraction of the input data that is to be used to train the Model.
double training_fraction = 1;
| Type | Description |
| FractionSplit.Builder | This builder for chaining. |
clearValidationFraction()
public FractionSplit.Builder clearValidationFraction()The fraction of the input data that is to be used to validate the Model.
double validation_fraction = 2;
| Type | Description |
| FractionSplit.Builder | This builder for chaining. |
clone()
public FractionSplit.Builder clone()| Type | Description |
| FractionSplit.Builder |
getDefaultInstanceForType()
public FractionSplit getDefaultInstanceForType()| Type | Description |
| FractionSplit |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| 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;
| 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;
| 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;
| Type | Description |
| double | The validationFraction. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
mergeFrom(FractionSplit other)
public FractionSplit.Builder mergeFrom(FractionSplit other)| Name | Description |
| other | FractionSplit |
| Type | Description |
| FractionSplit.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public FractionSplit.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| FractionSplit.Builder |
| Type | Description |
| IOException |
mergeFrom(Message other)
public FractionSplit.Builder mergeFrom(Message other)| Name | Description |
| other | Message |
| Type | Description |
| FractionSplit.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final FractionSplit.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| FractionSplit.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public FractionSplit.Builder setField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| FractionSplit.Builder |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public FractionSplit.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Name | Description |
| field | FieldDescriptor |
| index | int |
| value | Object |
| Type | Description |
| FractionSplit.Builder |
setTestFraction(double value)
public FractionSplit.Builder setTestFraction(double value)The fraction of the input data that is to be used to evaluate the Model.
double test_fraction = 3;
| Name | Description |
| value | doubleThe testFraction to set. |
| Type | Description |
| FractionSplit.Builder | This builder for chaining. |
setTrainingFraction(double value)
public FractionSplit.Builder setTrainingFraction(double value)The fraction of the input data that is to be used to train the Model.
double training_fraction = 1;
| Name | Description |
| value | doubleThe trainingFraction to set. |
| Type | Description |
| FractionSplit.Builder | This builder for chaining. |
setUnknownFields(UnknownFieldSet unknownFields)
public final FractionSplit.Builder setUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| FractionSplit.Builder |
setValidationFraction(double value)
public FractionSplit.Builder setValidationFraction(double value)The fraction of the input data that is to be used to validate the Model.
double validation_fraction = 2;
| Name | Description |
| value | doubleThe validationFraction to set. |
| Type | Description |
| FractionSplit.Builder | This builder for chaining. |