Class AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder (3.40.0)
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public static final class AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder extends GeneratedMessageV3 . Builder<AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder > implements AutoMlForecastingInputs . Transformation . CategoricalTransformationOrBuilder
Training pipeline will perform following transformation functions.
The categorical string as is--no change to case, punctuation,
spelling, tense, and so on.
Convert the category name to a dictionary lookup index and generate an
embedding for each index.
Categories that appear less than 5 times in the training dataset are
treated as the "unknown" category. The "unknown" category gets its own
special lookup index and resulting embedding.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.trainingjob.definition.AutoMlForecastingInputs.Transformation.CategoricalTransformation
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 AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder addRepeatedField ( Descriptors . FieldDescriptor field , Object value )
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation build ()
public AutoMlForecastingInputs . Transformation . CategoricalTransformation buildPartial ()
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clear ()
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clearColumnName ()
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clearField ( Descriptors . FieldDescriptor field )
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clearOneof ( Descriptors . OneofDescriptor oneof )
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clone ()
Overrides
public String getColumnName ()
Returns
Type Description
String The columnName.
public ByteString getColumnNameBytes ()
Returns
Type Description
ByteString The bytes for columnName.
public AutoMlForecastingInputs . Transformation . CategoricalTransformation getDefaultInstanceForType ()
public Descriptors . Descriptor getDescriptorForType ()
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeFrom ( AutoMlForecastingInputs . Transformation . CategoricalTransformation other )
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeFrom ( Message other )
Parameter
Name Description
otherMessage
Overrides
public final AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeUnknownFields ( UnknownFieldSet unknownFields )
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setColumnName ( String value )
Parameter
Name Description
valueString The columnName to set.
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setColumnNameBytes ( ByteString value )
Parameter
Name Description
valueByteString The bytes for columnName to set.
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setField ( Descriptors . FieldDescriptor field , Object value )
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setRepeatedField ( Descriptors . FieldDescriptor field , int index , Object value )
Overrides
public final AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setUnknownFields ( UnknownFieldSet unknownFields )
Overrides
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Last updated 2026-03-31 UTC.
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