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Class FractionSplit (3.24.0)
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Version 3.24.0 keyboard_arrow_down
public final class FractionSplit extends GeneratedMessageV3 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.v1beta1.FractionSplit
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
Static Fields
public static final int TEST_FRACTION_FIELD_NUMBER
Field Value Type Description int
public static final int TRAINING_FRACTION_FIELD_NUMBER
Field Value Type Description int
public static final int VALIDATION_FRACTION_FIELD_NUMBER
Field Value Type Description int
Static Methods
public static FractionSplit getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static FractionSplit . Builder newBuilder ()
public static FractionSplit . Builder newBuilder ( FractionSplit prototype )
public static FractionSplit parseDelimitedFrom ( InputStream input )
public static FractionSplit parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static FractionSplit parseFrom ( byte [] data )
Parameter Name Description databyte []
public static FractionSplit parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static FractionSplit parseFrom ( ByteString data )
public static FractionSplit parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static FractionSplit parseFrom ( CodedInputStream input )
public static FractionSplit parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static FractionSplit parseFrom ( InputStream input )
public static FractionSplit parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static FractionSplit parseFrom ( ByteBuffer data )
public static FractionSplit parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<FractionSplit> parser ()
Methods
public boolean equals ( Object obj )
Parameter Name Description objObject
Overrides
public FractionSplit getDefaultInstanceForType ()
public Parser<FractionSplit> getParserForType ()
Overrides
public int getSerializedSize ()
Returns Type Description int
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.
Returns Type Description int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public FractionSplit . Builder newBuilderForType ()
protected FractionSplit . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Overrides
public FractionSplit . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
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Last updated 2025-01-28 UTC.
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