public interface RobustScalerParams extends Params, HasInputCol, HasOutputCol, HasRelativeError
RobustScaler
and RobustScalerModel
.Modifier and Type | Method and Description |
---|---|
double |
getLower() |
double |
getUpper() |
boolean |
getWithCentering() |
boolean |
getWithScaling() |
DoubleParam |
lower()
Lower quantile to calculate quantile range, shared by all features
Default: 0.25
|
DoubleParam |
upper()
Upper quantile to calculate quantile range, shared by all features
Default: 0.75
|
StructType |
validateAndTransformSchema(StructType schema)
Validates and transforms the input schema.
|
BooleanParam |
withCentering()
Whether to center the data with median before scaling.
|
BooleanParam |
withScaling()
Whether to scale the data to quantile range.
|
getInputCol, inputCol
getOutputCol, outputCol
getRelativeError, relativeError
clear, copy, copyValues, defaultCopy, defaultParamMap, explainParam, explainParams, extractParamMap, extractParamMap, get, getDefault, getOrDefault, getParam, hasDefault, hasParam, isDefined, isSet, onParamChange, paramMap, params, set, set, set, setDefault, setDefault, shouldOwn
toString, uid
double getLower()
double getUpper()
boolean getWithCentering()
boolean getWithScaling()
DoubleParam lower()
DoubleParam upper()
StructType validateAndTransformSchema(StructType schema)
BooleanParam withCentering()
BooleanParam withScaling()