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com.microsoft.azure.synapse.ml.causal

SyntheticEstimatorParams

trait SyntheticEstimatorParams extends Params with HasUnitCol with HasTimeCol with HasMaxIter with HasStepSize with HasTol

Linear Supertypes
HasTol, HasStepSize, HasMaxIter, HasTimeCol, HasUnitCol, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
SyntheticControlEstimator, SyntheticDiffInDiffEstimator, SyntheticDiffInDiffEstimatorParams
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. SyntheticEstimatorParams
  2. HasTol
  3. HasStepSize
  4. HasMaxIter
  5. HasTimeCol
  6. HasUnitCol
  7. Params
  8. Serializable
  9. Serializable
  10. Identifiable
  11. AnyRef
  12. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def clear(param: Param[_]): SyntheticEstimatorParams.this.type
    Definition Classes
    Params
  2. final val epsilon: DoubleParam
  3. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  4. def explainParams(): String
    Definition Classes
    Params
  5. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  6. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  7. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  8. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. def getEpsilon: Double
  10. def getHandleMissingOutcome: String
  11. def getLocalSolverThreshold: Long

  12. final def getMaxIter: Int
    Definition Classes
    HasMaxIter
  13. def getNumIterNoChange: Int
  14. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  15. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  16. final def getStepSize: Double
    Definition Classes
    HasStepSize
  17. def getTimeCol: String
    Definition Classes
    HasTimeCol
  18. final def getTol: Double
    Definition Classes
    HasTol
  19. def getUnitCol: String
    Definition Classes
    HasUnitCol
  20. final val handleMissingOutcome: Param[String]
  21. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  22. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  23. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  24. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  25. 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.

  26. final val maxIter: IntParam
    Definition Classes
    HasMaxIter
  27. final val numIterNoChange: IntParam
  28. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  29. final def set[T](param: Param[T], value: T): SyntheticEstimatorParams.this.type
    Definition Classes
    Params
  30. def setEpsilon(value: Double): SyntheticEstimatorParams.this.type
  31. def setHandleMissingOutcome(value: String): SyntheticEstimatorParams.this.type
  32. def setLocalSolverThreshold(value: Long): SyntheticEstimatorParams.this.type

  33. def setMaxIter(value: Int): SyntheticEstimatorParams.this.type
  34. def setNumIterNoChange(value: Int): SyntheticEstimatorParams.this.type
  35. def setStepSize(value: Double): SyntheticEstimatorParams.this.type
  36. def setTimeCol(value: String): SyntheticEstimatorParams.this.type
    Definition Classes
    HasTimeCol
  37. def setTol(value: Double): SyntheticEstimatorParams.this.type
  38. def setUnitCol(value: String): SyntheticEstimatorParams.this.type
    Definition Classes
    HasUnitCol
  39. val stepSize: DoubleParam
    Definition Classes
    HasStepSize
  40. final val timeCol: Param[String]
    Definition Classes
    HasTimeCol
  41. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  42. final val tol: DoubleParam
    Definition Classes
    HasTol
  43. final val unitCol: Param[String]
    Definition Classes
    HasUnitCol