com.thoughtworks.datacommons.prepbuddy.imputations

ApproxMeanSubstitution

class ApproxMeanSubstitution extends ImputationStrategy

An imputation strategy that imputes the missing values by an approx mean of the values in data set. This implementation is only for imputing numeric columns. Recommended when imputing on large data set.

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ImputationStrategy, Serializable, Serializable, AnyRef, Any
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  1. ApproxMeanSubstitution
  2. ImputationStrategy
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Instance Constructors

  1. new ApproxMeanSubstitution()

Value Members

  1. final def !=(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  2. final def !=(arg0: Any): Boolean

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  5. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  9. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  10. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  11. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any

  12. def handleMissingData(record: RowRecord): String

    Definition Classes
    ApproxMeanSubstitution → ImputationStrategy

  13. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  14. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  15. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  16. final def notify(): Unit

    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  18. def prepareSubstitute(rdd: TransformableRDD, missingDataColumn: Int): Unit

    Definition Classes
    ApproxMeanSubstitution → ImputationStrategy

  19. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef

  20. def toString(): String

    Definition Classes
    AnyRef → Any

  21. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  22. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  23. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
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    @throws( ... )

Inherited from ImputationStrategy

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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