public static final class AutoMlForecastingInputs.Transformation.NumericTransformation.Builder extends GeneratedMessage.Builder<AutoMlForecastingInputs.Transformation.NumericTransformation.Builder> implements AutoMlForecastingInputs.Transformation.NumericTransformationOrBuilderTraining 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
Inheritance
java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > AutoMlForecastingInputs.Transformation.NumericTransformation.BuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
build()
public AutoMlForecastingInputs.Transformation.NumericTransformation build()| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation |
|
buildPartial()
public AutoMlForecastingInputs.Transformation.NumericTransformation buildPartial()| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation |
|
clear()
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clear()| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation.Builder |
|
clearColumnName()
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder clearColumnName()string column_name = 1;
| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation.Builder |
This builder for chaining. |
getColumnName()
public String getColumnName()string column_name = 1;
| Returns | |
|---|---|
| Type | Description |
String |
The columnName. |
getColumnNameBytes()
public ByteString getColumnNameBytes()string column_name = 1;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for columnName. |
getDefaultInstanceForType()
public AutoMlForecastingInputs.Transformation.NumericTransformation getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
internalGetFieldAccessorTable()
protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeFrom(AutoMlForecastingInputs.Transformation.NumericTransformation other)
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(AutoMlForecastingInputs.Transformation.NumericTransformation other)| Parameter | |
|---|---|
| Name | Description |
other |
AutoMlForecastingInputs.Transformation.NumericTransformation |
| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation.Builder |
|
setColumnName(String value)
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setColumnName(String value)string column_name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe columnName to set. |
| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation.Builder |
This builder for chaining. |
setColumnNameBytes(ByteString value)
public AutoMlForecastingInputs.Transformation.NumericTransformation.Builder setColumnNameBytes(ByteString value)string column_name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for columnName to set. |
| Returns | |
|---|---|
| Type | Description |
AutoMlForecastingInputs.Transformation.NumericTransformation.Builder |
This builder for chaining. |