public static final class AutoMlForecastingInputs.Transformation.NumericTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlForecastingInputs.Transformation.NumericTransformation.Builder> implements AutoMlForecastingInputs.Transformation.NumericTransformationOrBuilder
Training pipeline will perform following transformation functions.
- The value converted to float32.
- The z_score of the value.
- log(value+1) when the value is greater than or equal to 0. Otherwise,
this transformation is not applied and the value is considered a
missing value.
- z_score of log(value+1) when the value is greater than or equal to 0.
Otherwise, this transformation is not applied and the value is
considered a missing value.
- A boolean value that indicates whether the value is valid.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.Transformation.NumericTransformation
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
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()
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Methods
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
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Overrides
public AutoMlForecastingInputs.Transformation.NumericTransformation build()
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public AutoMlForecastingInputs.Transformation.NumericTransformation buildPartial()
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clear()
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clearColumnName()
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clearField(Descriptors.FieldDescriptor field)
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clone()
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public String getColumnName()
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Type | Description |
String | The columnName.
|
public ByteString getColumnNameBytes()
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Type | Description |
ByteString | The bytes for columnName.
|
public AutoMlForecastingInputs.Transformation.NumericTransformation getDefaultInstanceForType()
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public Descriptors.Descriptor getDescriptorForType()
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(AutoMlForecastingInputs.Transformation.NumericTransformation other)
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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Exceptions
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(Message other)
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public final AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setColumnName(String value)
Parameter
Name | Description |
value | String
The columnName to set.
|
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setColumnNameBytes(ByteString value)
Parameter
Name | Description |
value | ByteString
The bytes for columnName to set.
|
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
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public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
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public final AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
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