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public final class ExportFractionSplit extends GeneratedMessageV3 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<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ExportFractionSplitImplements
ExportFractionSplitOrBuilderStatic Fields
TEST_FRACTION_FIELD_NUMBER
public static final int TEST_FRACTION_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
TRAINING_FRACTION_FIELD_NUMBER
public static final int TRAINING_FRACTION_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
VALIDATION_FRACTION_FIELD_NUMBER
public static final int VALIDATION_FRACTION_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ExportFractionSplit getDefaultInstance()
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ExportFractionSplit.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
newBuilder(ExportFractionSplit prototype)
public static ExportFractionSplit.Builder newBuilder(ExportFractionSplit prototype)
Parameter | |
---|---|
Name | Description |
prototype | ExportFractionSplit |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
parseDelimitedFrom(InputStream input)
public static ExportFractionSplit parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExportFractionSplit parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ExportFractionSplit parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ExportFractionSplit parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ExportFractionSplit parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ExportFractionSplit parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ExportFractionSplit parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ExportFractionSplit parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ExportFractionSplit parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ExportFractionSplit parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ExportFractionSplit parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ExportFractionSplit parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ExportFractionSplit> parser()
Returns | |
---|---|
Type | Description |
Parser<ExportFractionSplit> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
getDefaultInstanceForType()
public ExportFractionSplit getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ExportFractionSplit |
getParserForType()
public Parser<ExportFractionSplit> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<ExportFractionSplit> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
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. |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public ExportFractionSplit.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ExportFractionSplit.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ExportFractionSplit.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ExportFractionSplit.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |