com.thoughtworks.datacommons.prepbuddy.smoothers

SimpleMovingAverageMethod

class SimpleMovingAverageMethod extends SmoothingMethod

A smoothing method which smooths data based on Simple Moving Average which is the unweighted mean of the previous n data. This method ensure that variations in the mean are aligned with the variations in the data rather than being shifted in time.

Linear Supertypes
SmoothingMethod, Serializable, Serializable, AnyRef, Any
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  1. SimpleMovingAverageMethod
  2. SmoothingMethod
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Instance Constructors

  1. new SimpleMovingAverageMethod(windowSize: Int)

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 hashCode(): Int

    Definition Classes
    AnyRef → Any

  13. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  15. final def notify(): Unit

    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  17. def prepare(rdd: RDD[String], windowSize: Int): RDD[Double]

    Definition Classes
    SmoothingMethod

  18. def smooth(singleColumnDataset: RDD[String]): RDD[Double]

    Definition Classes
    SimpleMovingAverageMethod → SmoothingMethod

  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
    Annotations
    @throws( ... )

Inherited from SmoothingMethod

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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