abstract class BaseDiffInDiffEstimator extends Estimator[DiffInDiffModel] with DiffInDiffEstimatorParams
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- BaseDiffInDiffEstimator
- DiffInDiffEstimatorParams
- HasPostTreatmentCol
- HasOutcomeCol
- HasTreatmentCol
- Estimator
- PipelineStage
- Logging
- Params
- Serializable
- Serializable
- Identifiable
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Visibility
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Instance Constructors
- new BaseDiffInDiffEstimator(uid: String)
Abstract Value Members
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abstract
def
fit(dataset: Dataset[_]): DiffInDiffModel
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" )
Concrete Value Members
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final
def
clear(param: Param[_]): BaseDiffInDiffEstimator.this.type
- Definition Classes
- Params
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def
copy(extra: ParamMap): Estimator[DiffInDiffModel]
- Definition Classes
- BaseDiffInDiffEstimator → Estimator → PipelineStage → Params
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def
explainParam(param: Param[_]): String
- Definition Classes
- Params
-
def
explainParams(): String
- Definition Classes
- Params
-
final
def
extractParamMap(): ParamMap
- Definition Classes
- Params
-
final
def
extractParamMap(extra: ParamMap): ParamMap
- Definition Classes
- Params
-
def
fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[DiffInDiffModel]
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" )
-
def
fit(dataset: Dataset[_], paramMap: ParamMap): DiffInDiffModel
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" )
-
def
fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DiffInDiffModel
- Definition Classes
- Estimator
- Annotations
- @Since( "2.0.0" ) @varargs()
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final
def
get[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
final
def
getDefault[T](param: Param[T]): Option[T]
- Definition Classes
- Params
-
final
def
getOrDefault[T](param: Param[T]): T
- Definition Classes
- Params
-
def
getOutcomeCol: String
- Definition Classes
- HasOutcomeCol
-
def
getParam(paramName: String): Param[Any]
- Definition Classes
- Params
-
def
getPostTreatmentCol: String
- Definition Classes
- HasPostTreatmentCol
-
def
getTreatmentCol: String
- Definition Classes
- HasTreatmentCol
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final
def
hasDefault[T](param: Param[T]): Boolean
- Definition Classes
- Params
-
def
hasParam(paramName: String): Boolean
- Definition Classes
- Params
-
final
def
isDefined(param: Param[_]): Boolean
- Definition Classes
- Params
-
final
def
isSet(param: Param[_]): Boolean
- Definition Classes
- Params
-
val
outcomeCol: Param[String]
- Definition Classes
- HasOutcomeCol
-
lazy val
params: Array[Param[_]]
- Definition Classes
- Params
-
final
val
postTreatmentCol: Param[String]
- Definition Classes
- HasPostTreatmentCol
-
final
def
set[T](param: Param[T], value: T): BaseDiffInDiffEstimator.this.type
- Definition Classes
- Params
-
def
setOutcomeCol(value: String): BaseDiffInDiffEstimator.this.type
Set name of the column which will be used as outcome
Set name of the column which will be used as outcome
- Definition Classes
- HasOutcomeCol
-
def
setPostTreatmentCol(value: String): BaseDiffInDiffEstimator.this.type
Set name of the column which tells whether the outcome is measured post treatment.
Set name of the column which tells whether the outcome is measured post treatment.
- Definition Classes
- HasPostTreatmentCol
-
def
setTreatmentCol(value: String): BaseDiffInDiffEstimator.this.type
Set name of the column which will be used as treatment
Set name of the column which will be used as treatment
- Definition Classes
- HasTreatmentCol
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def
toString(): String
- Definition Classes
- Identifiable → AnyRef → Any
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def
transformSchema(schema: StructType): StructType
- Definition Classes
- BaseDiffInDiffEstimator → PipelineStage
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val
treatmentCol: Param[String]
- Definition Classes
- HasTreatmentCol
-
val
uid: String
- Definition Classes
- BaseDiffInDiffEstimator → Identifiable