org.apache.spark.streamdm.classifiers.model

L2Regularizer

class L2Regularizer extends Regularizer with Serializable

The L2Regularizer gradient returns the weight as the gradient for the regularization.

Linear Supertypes
Regularizer, Serializable, Serializable, AnyRef, Any
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  1. L2Regularizer
  2. Regularizer
  3. Serializable
  4. Serializable
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Instance Constructors

  1. new L2Regularizer()

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

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    Any
  6. final def asInstanceOf[T0]: T0

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  7. def clone(): AnyRef

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

    Definition Classes
    AnyRef
  9. def equals(arg0: Any): Boolean

    Definition Classes
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  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 gradient(weight: Double): Double

    Computes the value of the gradient function

    Computes the value of the gradient function

    returns

    the gradient value

    Definition Classes
    L2RegularizerRegularizer
  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. final def synchronized[T0](arg0: ⇒ T0): T0

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  19. def toString(): String

    Definition Classes
    AnyRef → Any
  20. final def wait(): Unit

    Definition Classes
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    @throws( ... )
  21. final def wait(arg0: Long, arg1: Int): Unit

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

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    @throws( ... )

Inherited from Regularizer

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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