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Class ExportFractionSplit.Builder (3.41.0)
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Version 3.41.0 keyboard_arrow_down
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
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
public static final Descriptors . Descriptor getDescriptor ()
Methods
public ExportFractionSplit . Builder addRepeatedField ( Descriptors . FieldDescriptor field , Object value )
Overrides
public ExportFractionSplit build ()
public ExportFractionSplit buildPartial ()
public ExportFractionSplit . Builder clear ()
Overrides
public ExportFractionSplit . Builder clearField ( Descriptors . FieldDescriptor field )
Overrides
public ExportFractionSplit . Builder clearOneof ( Descriptors . OneofDescriptor oneof )
Overrides
public ExportFractionSplit . Builder clearTestFraction ()
The fraction of the input data that is to be used to evaluate the Model.
double test_fraction = 3;
public ExportFractionSplit . Builder clearTrainingFraction ()
The fraction of the input data that is to be used to train the Model.
double training_fraction = 1;
public ExportFractionSplit . Builder clearValidationFraction ()
The fraction of the input data that is to be used to validate the Model.
double validation_fraction = 2;
public ExportFractionSplit . Builder clone ()
Overrides
public ExportFractionSplit getDefaultInstanceForType ()
public Descriptors . Descriptor getDescriptorForType ()
Overrides
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.
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.
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.
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public ExportFractionSplit . Builder mergeFrom ( ExportFractionSplit other )
public ExportFractionSplit . Builder mergeFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Overrides
public ExportFractionSplit . Builder mergeFrom ( Message other )
Parameter Name Description otherMessage
Overrides
public final ExportFractionSplit . Builder mergeUnknownFields ( UnknownFieldSet unknownFields )
Overrides
public ExportFractionSplit . Builder setField ( Descriptors . FieldDescriptor field , Object value )
Overrides
public ExportFractionSplit . Builder setRepeatedField ( Descriptors . FieldDescriptor field , int index , Object value )
Overrides
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 valuedouble The testFraction to set.
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 valuedouble The trainingFraction to set.
public final ExportFractionSplit . Builder setUnknownFields ( UnknownFieldSet unknownFields )
Overrides
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 valuedouble The validationFraction to set.
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Last updated 2025-01-27 UTC.
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