Class AutoMlTablesInputs.Transformation.CategoricalTransformation (2.7.4)
Version 2.7.4keyboard_arrow_down
public static final class AutoMlTablesInputs . Transformation . CategoricalTransformation extends GeneratedMessageV3 implements AutoMlTablesInputs . 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.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation
Static Fields
public static final int COLUMN_NAME_FIELD_NUMBER
Field Value
Static Methods
public static AutoMlTablesInputs . Transformation . CategoricalTransformation getDefaultInstance ()
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public static final Descriptors . Descriptor getDescriptor ()
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation . Builder newBuilder ()
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation . Builder newBuilder ( AutoMlTablesInputs . Transformation . CategoricalTransformation prototype )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseDelimitedFrom ( InputStream input )
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( byte [] data )
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Name Description
data byte []
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( ByteString data )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( CodedInputStream input )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( InputStream input )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( ByteBuffer data )
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public static AutoMlTablesInputs . Transformation . CategoricalTransformation parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
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public static Parser<AutoMlTablesInputs . Transformation . CategoricalTransformation > parser ()
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Methods
public boolean equals ( Object obj )
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Overrides
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 AutoMlTablesInputs . Transformation . CategoricalTransformation getDefaultInstanceForType ()
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public Parser<AutoMlTablesInputs . Transformation . CategoricalTransformation > getParserForType ()
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public int getSerializedSize ()
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public final UnknownFieldSet getUnknownFields ()
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protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
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public final boolean isInitialized ()
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public AutoMlTablesInputs . Transformation . CategoricalTransformation . Builder newBuilderForType ()
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protected AutoMlTablesInputs . Transformation . CategoricalTransformation . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
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protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
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public AutoMlTablesInputs . Transformation . CategoricalTransformation . Builder toBuilder ()
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public void writeTo ( CodedOutputStream output )
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Exceptions
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Last updated 2025-10-29 UTC.
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