Send feedback
Class AutoMlForecastingInputs.Transformation.CategoricalTransformation.Builder (2.4.0)
Stay organized with collections
Save and categorize content based on your preferences.
Version 2.4.0keyboard_arrow_down
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
Methods
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder addRepeatedField ( Descriptors . FieldDescriptor field , Object value )
Parameters
Returns
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation build ()
Returns
public AutoMlForecastingInputs . Transformation . CategoricalTransformation buildPartial ()
Returns
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clear ()
Returns
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clearColumnName ()
Returns
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clearField ( Descriptors . FieldDescriptor field )
Parameter
Returns
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clearOneof ( Descriptors . OneofDescriptor oneof )
Parameter
Returns
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder clone ()
Returns
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 ()
Returns
public static final Descriptors . Descriptor getDescriptor ()
Returns
public Descriptors . Descriptor getDescriptorForType ()
Returns
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Returns
Overrides
public final boolean isInitialized ()
Returns
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeFrom ( AutoMlForecastingInputs . Transformation . CategoricalTransformation other )
Parameter
Returns
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Overrides
Exceptions
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeFrom ( Message other )
Parameter
Returns
Overrides
public final AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder mergeUnknownFields ( UnknownFieldSet unknownFields )
Parameter
Returns
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setColumnName ( String value )
Parameter
Name Description
value String The columnName to set.
Returns
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setColumnNameBytes ( ByteString value )
Parameter
Name Description
value ByteString The bytes for columnName to set.
Returns
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setField ( Descriptors . FieldDescriptor field , Object value )
Parameters
Returns
Overrides
public AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setRepeatedField ( Descriptors . FieldDescriptor field , int index , Object value )
Parameters
Returns
Overrides
public final AutoMlForecastingInputs . Transformation . CategoricalTransformation . Builder setUnknownFields ( UnknownFieldSet unknownFields )
Parameter
Returns
Overrides
Send feedback
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-05-30 UTC.
Need to tell us more?
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-05-30 UTC."],[],[]]
