org.apache.mahout.math.algorithms.regression

CochraneOrcutt

class CochraneOrcutt[K] extends LinearRegressorFitter[K]

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  1. CochraneOrcutt
  2. LinearRegressorFitter
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Instance Constructors

  1. new CochraneOrcutt(hyperparameters: (Symbol, Any)*)

Value Members

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

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

    Definition Classes
    Any
  3. final def ##(): Int

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

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

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  6. var addIntercept: Boolean

    Definition Classes
    RegressorFitter
  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  8. var cacheHint: CacheHint

  9. var calcCommonStatistics: Boolean

    Definition Classes
    LinearRegressorFitter
  10. var calcStandardErrors: Boolean

    Definition Classes
    LinearRegressorFitter
  11. def calculateCommonStatistics[M[K] <: LinearRegressorModel[K]](model: M[K], drmTarget: DrmLike[K], residuals: DrmLike[K]): M[K]

    Definition Classes
    LinearRegressorFitter
  12. def calculateRho(errorDrm: DrmLike[K]): Double

  13. def calculateStandardError[M[K] <: LinearRegressorModel[K]](X: DrmLike[K], drmTarget: DrmLike[K], drmXtXinv: Matrix, model: M[K]): M[K]

    Definition Classes
    LinearRegressorFitter
  14. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )
  15. final def eq(arg0: AnyRef): Boolean

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  16. def equals(arg0: Any): Boolean

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  17. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  18. def fit(drmFeatures: DrmLike[K], drmTarget: DrmLike[K], hyperparameters: (Symbol, Any)*): CochraneOrcuttModel[K]

  19. def fitPredict(drmX: DrmLike[K], drmTarget: DrmLike[K], hyperparameters: (Symbol, Any)*): DrmLike[K]

    Definition Classes
    RegressorFitter
  20. def generateSummaryString[M[K] <: LinearRegressorModel[K]](model: M[K]): String

    Definition Classes
    LinearRegressorFitter
  21. final def getClass(): Class[_]

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  22. def hashCode(): Int

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  23. final def isInstanceOf[T0]: Boolean

    Definition Classes
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  24. var iterations: Int

  25. var model: RegressorModel[K]

    Definition Classes
    RegressorFitter
  26. def modelPostprocessing[M[K] <: LinearRegressorModel[K]](model: M[K], X: DrmLike[K], drmTarget: DrmLike[K], drmXtXinv: Matrix): M[K]

    Definition Classes
    LinearRegressorFitter
  27. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  28. final def notify(): Unit

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  29. final def notifyAll(): Unit

    Definition Classes
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  30. var regressor: LinearRegressorFitter[K]

  31. def setHyperparameters(hyperparameters: Map[Symbol, Any] = Map('foo -> None)): Unit

  32. def setStandardHyperparameters(hyperparameters: Map[Symbol, Any] = Map('foo -> None)): Unit

    Definition Classes
    LinearRegressorFitter
  33. final def synchronized[T0](arg0: ⇒ T0): T0

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    AnyRef
  34. def toString(): String

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  35. final def wait(): Unit

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    @throws( ... )
  36. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
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    @throws( ... )
  37. final def wait(arg0: Long): Unit

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Inherited from LinearRegressorFitter[K]

Inherited from RegressorFitter[K]

Inherited from SupervisedFitter[K, RegressorModel[K]]

Inherited from Fitter

Inherited from AnyRef

Inherited from Any

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