Class/Object

ml.combust.mleap.core.regression.GeneralizedLinearRegressionModel

Link

Related Docs: object Link | package GeneralizedLinearRegressionModel

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abstract class Link extends Serializable

A description of the link function to be used in the model. The link function provides the relationship between the linear predictor and the mean of the distribution function.

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
CLogLog, Identity, Inverse, Log, Logit, Probit, Sqrt
Ordering
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Inherited
  1. Link
  2. Serializable
  3. Serializable
  4. AnyRef
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Visibility
  1. Public
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Instance Constructors

  1. new Link(name: String)

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    name

    the name of link function.

Abstract Value Members

  1. abstract def deriv(mu: Double): Double

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    Derivative of the link function.

  2. abstract def link(mu: Double): Double

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    The link function.

  3. abstract def unlink(eta: Double): Double

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    The inverse link function.

Concrete Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

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    Definition Classes
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  10. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  12. val name: String

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    the name of link function.

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

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    Definition Classes
    AnyRef

  14. final def notify(): Unit

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    Definition Classes
    AnyRef

  15. final def notifyAll(): Unit

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

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    Definition Classes
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  17. def toString(): String

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  18. final def wait(): Unit

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    @throws( ... )

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

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    Definition Classes
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    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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