class SyntheticDiffInDiffEstimator extends BaseDiffInDiffEstimator with SyntheticEstimator with SyntheticDiffInDiffEstimatorParams with ComplexParamsWritable with Wrappable

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Inherited
  1. SyntheticDiffInDiffEstimator
  2. Wrappable
  3. RWrappable
  4. PythonWrappable
  5. BaseWrappable
  6. ComplexParamsWritable
  7. MLWritable
  8. SyntheticDiffInDiffEstimatorParams
  9. SyntheticEstimatorParams
  10. HasTol
  11. HasStepSize
  12. HasMaxIter
  13. HasTimeCol
  14. HasUnitCol
  15. SyntheticEstimator
  16. SynapseMLLogging
  17. BaseDiffInDiffEstimator
  18. DiffInDiffEstimatorParams
  19. HasPostTreatmentCol
  20. HasOutcomeCol
  21. HasTreatmentCol
  22. Estimator
  23. PipelineStage
  24. Logging
  25. Params
  26. Serializable
  27. Serializable
  28. Identifiable
  29. AnyRef
  30. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new SyntheticDiffInDiffEstimator()
  2. new SyntheticDiffInDiffEstimator(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def copy(extra: ParamMap): Estimator[DiffInDiffModel]
    Definition Classes
    BaseDiffInDiffEstimator → Estimator → PipelineStage → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. final val epsilon: DoubleParam
    Definition Classes
    SyntheticEstimatorParams
  15. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  17. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  18. def explainParams(): String
    Definition Classes
    Params
  19. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  20. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  21. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  22. def fit(dataset: Dataset[_]): DiffInDiffModel
    Definition Classes
    SyntheticDiffInDiffEstimator → Estimator
  23. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[DiffInDiffModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  24. def fit(dataset: Dataset[_], paramMap: ParamMap): DiffInDiffModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  25. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DiffInDiffModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  26. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  27. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  28. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. def getEpsilon: Double
    Definition Classes
    SyntheticEstimatorParams
  30. def getHandleMissingOutcome: String
    Definition Classes
    SyntheticEstimatorParams
  31. def getLocalSolverThreshold: Long

    Definition Classes
    SyntheticEstimatorParams
  32. final def getMaxIter: Int
    Definition Classes
    HasMaxIter
  33. def getNumIterNoChange: Int
    Definition Classes
    SyntheticEstimatorParams
  34. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  35. def getOutcomeCol: String
    Definition Classes
    HasOutcomeCol
  36. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  37. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  38. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  39. def getPostTreatmentCol: String
    Definition Classes
    HasPostTreatmentCol
  40. final def getStepSize: Double
    Definition Classes
    HasStepSize
  41. def getTimeCol: String
    Definition Classes
    HasTimeCol
  42. final def getTol: Double
    Definition Classes
    HasTol
  43. def getTreatmentCol: String
    Definition Classes
    HasTreatmentCol
  44. def getUnitCol: String
    Definition Classes
    HasUnitCol
  45. def getZeta: Double
    Definition Classes
    SyntheticDiffInDiffEstimatorParams
  46. final val handleMissingOutcome: Param[String]
    Definition Classes
    SyntheticEstimatorParams
  47. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  48. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  49. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  50. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  51. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  53. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  54. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  55. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  56. final val localSolverThreshold: LongParam

    Param for deciding whether to collect part of data on driver node and solve the constrained least square problems locally on driver.

    Param for deciding whether to collect part of data on driver node and solve the constrained least square problems locally on driver.

    Definition Classes
    SyntheticEstimatorParams
  57. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  58. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  59. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  60. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  61. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  62. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  66. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  67. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  70. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  72. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  73. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  74. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  77. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  78. implicit val matrixEntryEncoder: Encoder[MatrixEntry]
    Definition Classes
    SyntheticEstimator
  79. implicit val matrixOps: DMatrixOps.type
    Definition Classes
    SyntheticEstimator
  80. final val maxIter: IntParam
    Definition Classes
    HasMaxIter
  81. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  82. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  83. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  84. final val numIterNoChange: IntParam
    Definition Classes
    SyntheticEstimatorParams
  85. val outcomeCol: Param[String]
    Definition Classes
    HasOutcomeCol
  86. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  87. final val postTreatmentCol: Param[String]
    Definition Classes
    HasPostTreatmentCol
  88. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  89. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  95. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  108. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  109. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  110. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  113. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  115. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  116. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  117. final def set(paramPair: ParamPair[_]): SyntheticDiffInDiffEstimator.this.type
    Attributes
    protected
    Definition Classes
    Params
  118. final def set(param: String, value: Any): SyntheticDiffInDiffEstimator.this.type
    Attributes
    protected
    Definition Classes
    Params
  119. final def set[T](param: Param[T], value: T): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    Params
  120. final def setDefault(paramPairs: ParamPair[_]*): SyntheticDiffInDiffEstimator.this.type
    Attributes
    protected
    Definition Classes
    Params
  121. final def setDefault[T](param: Param[T], value: T): SyntheticDiffInDiffEstimator.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  122. def setEpsilon(value: Double): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    SyntheticEstimatorParams
  123. def setHandleMissingOutcome(value: String): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    SyntheticEstimatorParams
  124. def setLocalSolverThreshold(value: Long): SyntheticDiffInDiffEstimator.this.type

    Definition Classes
    SyntheticEstimatorParams
  125. def setMaxIter(value: Int): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    SyntheticEstimatorParams
  126. def setNumIterNoChange(value: Int): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    SyntheticEstimatorParams
  127. def setOutcomeCol(value: String): SyntheticDiffInDiffEstimator.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
  128. def setPostTreatmentCol(value: String): SyntheticDiffInDiffEstimator.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
  129. def setStepSize(value: Double): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    SyntheticEstimatorParams
  130. def setTimeCol(value: String): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    HasTimeCol
  131. def setTol(value: Double): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    SyntheticEstimatorParams
  132. def setTreatmentCol(value: String): SyntheticDiffInDiffEstimator.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
  133. def setUnitCol(value: String): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    HasUnitCol
  134. def setZeta(value: Double): SyntheticDiffInDiffEstimator.this.type
    Definition Classes
    SyntheticDiffInDiffEstimatorParams
  135. val stepSize: DoubleParam
    Definition Classes
    HasStepSize
  136. val supportedMissingOutcomes: Array[String]
    Attributes
    protected
    Definition Classes
    SyntheticEstimatorParams
  137. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  138. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  139. final val timeCol: Param[String]
    Definition Classes
    HasTimeCol
  140. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  141. final val tol: DoubleParam
    Definition Classes
    HasTol
  142. def transformSchema(schema: StructType): StructType
    Definition Classes
    BaseDiffInDiffEstimator → PipelineStage
  143. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  144. val treatmentCol: Param[String]
    Definition Classes
    HasTreatmentCol
  145. val uid: String
    Definition Classes
    SyntheticDiffInDiffEstimator → SynapseMLLogging → BaseDiffInDiffEstimator → Identifiable
  146. final val unitCol: Param[String]
    Definition Classes
    HasUnitCol
  147. def validateFieldNumericType(field: StructField): Unit
    Attributes
    protected
    Definition Classes
    BaseDiffInDiffEstimator
  148. implicit val vectorEntryEncoder: Encoder[VectorEntry]
    Definition Classes
    SyntheticEstimator
  149. implicit val vectorOps: DVectorOps.type
    Definition Classes
    SyntheticEstimator
  150. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  151. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  152. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  153. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable
  154. final val zeta: DoubleParam
    Definition Classes
    SyntheticDiffInDiffEstimatorParams

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from SyntheticDiffInDiffEstimatorParams

Inherited from SyntheticEstimatorParams

Inherited from HasTol

Inherited from HasStepSize

Inherited from HasMaxIter

Inherited from HasTimeCol

Inherited from HasUnitCol

Inherited from SyntheticEstimator

Inherited from SynapseMLLogging

Inherited from BaseDiffInDiffEstimator

Inherited from DiffInDiffEstimatorParams

Inherited from HasPostTreatmentCol

Inherited from HasOutcomeCol

Inherited from HasTreatmentCol

Inherited from Estimator[DiffInDiffModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

expertGetParam

expertParam

setParam

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