public static final class AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder> 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
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()
Methods
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation build()
public AutoMlTablesInputs.Transformation.CategoricalTransformation buildPartial()
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clear()
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearColumnName()
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearField(Descriptors.FieldDescriptor field)
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clone()
Overrides
public String getColumnName()
Returns |
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Type | Description |
String | The columnName.
|
public ByteString getColumnNameBytes()
Returns |
---|
Type | Description |
ByteString | The bytes for columnName.
|
public AutoMlTablesInputs.Transformation.CategoricalTransformation getDefaultInstanceForType()
public Descriptors.Descriptor getDescriptorForType()
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.CategoricalTransformation other)
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(Message other)
Parameter |
---|
Name | Description |
other | Message
|
Overrides
public final AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setColumnName(String value)
Parameter |
---|
Name | Description |
value | String
The columnName to set.
|
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setColumnNameBytes(ByteString value)
Parameter |
---|
Name | Description |
value | ByteString
The bytes for columnName to set.
|
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
Overrides
public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Overrides
public final AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
Overrides