Interface FeaturizationMethod.Builder
- All Superinterfaces:
Buildable
,CopyableBuilder<FeaturizationMethod.Builder,
,FeaturizationMethod> SdkBuilder<FeaturizationMethod.Builder,
,FeaturizationMethod> SdkPojo
- Enclosing class:
FeaturizationMethod
-
Method Summary
Modifier and TypeMethodDescriptionfeaturizationMethodName
(String featurizationMethodName) The name of the method.featurizationMethodName
(FeaturizationMethodName featurizationMethodName) The name of the method.featurizationMethodParameters
(Map<String, String> featurizationMethodParameters) The method parameters (key-value pairs), which are a map of override parameters.Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
-
Method Details
-
featurizationMethodName
The name of the method. The "filling" method is the only supported method.
- Parameters:
featurizationMethodName
- The name of the method. The "filling" method is the only supported method.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
featurizationMethodName
FeaturizationMethod.Builder featurizationMethodName(FeaturizationMethodName featurizationMethodName) The name of the method. The "filling" method is the only supported method.
- Parameters:
featurizationMethodName
- The name of the method. The "filling" method is the only supported method.- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
-
featurizationMethodParameters
FeaturizationMethod.Builder featurizationMethodParameters(Map<String, String> featurizationMethodParameters) The method parameters (key-value pairs), which are a map of override parameters. Specify these parameters to override the default values. Related Time Series attributes do not accept aggregation parameters.
The following list shows the parameters and their valid values for the "filling" featurization method for a Target Time Series dataset. Bold signifies the default value.
-
aggregation
: sum,avg
,first
,min
,max
-
frontfill
: none -
middlefill
: zero,nan
(not a number),value
,median
,mean
,min
,max
-
backfill
: zero,nan
,value
,median
,mean
,min
,max
The following list shows the parameters and their valid values for a Related Time Series featurization method (there are no defaults):
-
middlefill
:zero
,value
,median
,mean
,min
,max
-
backfill
:zero
,value
,median
,mean
,min
,max
-
futurefill
:zero
,value
,median
,mean
,min
,max
To set a filling method to a specific value, set the fill parameter to
value
and define the value in a corresponding_value
parameter. For example, to set backfilling to a value of 2, include the following:"backfill": "value"
and"backfill_value":"2"
.- Parameters:
featurizationMethodParameters
- The method parameters (key-value pairs), which are a map of override parameters. Specify these parameters to override the default values. Related Time Series attributes do not accept aggregation parameters.The following list shows the parameters and their valid values for the "filling" featurization method for a Target Time Series dataset. Bold signifies the default value.
-
aggregation
: sum,avg
,first
,min
,max
-
frontfill
: none -
middlefill
: zero,nan
(not a number),value
,median
,mean
,min
,max
-
backfill
: zero,nan
,value
,median
,mean
,min
,max
The following list shows the parameters and their valid values for a Related Time Series featurization method (there are no defaults):
-
middlefill
:zero
,value
,median
,mean
,min
,max
-
backfill
:zero
,value
,median
,mean
,min
,max
-
futurefill
:zero
,value
,median
,mean
,min
,max
To set a filling method to a specific value, set the fill parameter to
value
and define the value in a corresponding_value
parameter. For example, to set backfilling to a value of 2, include the following:"backfill": "value"
and"backfill_value":"2"
.-
- Returns:
- Returns a reference to this object so that method calls can be chained together.
-
-