Object

org.pmml4s.model

NNNormalizationMethod

Related Doc: package model

Permalink

object NNNormalizationMethod extends Enumeration

A normalization method softmax ( pj = exp(yj) / Sumi(exp(yi) ) ) or simplemax ( pj = yj / Sumi(yi) ) can be applied to the computed activation values. The attribute normalizationMethod is defined for the network with default value none ( pj = yj ), but can be specified for each layer as well. Softmax normalization is most often applied to the output layer of a classification network to get the probabilities of all answers. Simplemax normalization is often applied to the hidden layer consisting of elements with radial basis activation function to get a "normalized RBF" activation.

Linear Supertypes
Enumeration, Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. NNNormalizationMethod
  2. Enumeration
  3. Serializable
  4. Serializable
  5. AnyRef
  6. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Type Members

  1. type NNNormalizationMethod = Value

    Permalink
  2. class Val extends Value with Serializable

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
    Annotations
    @SerialVersionUID()
  3. abstract class Value extends Ordered[Value] with Serializable

    Permalink
    Definition Classes
    Enumeration
    Annotations
    @SerialVersionUID()
  4. class ValueSet extends AbstractSet[Value] with SortedSet[Value] with SortedSetLike[Value, ValueSet] with Serializable

    Permalink
    Definition Classes
    Enumeration

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  4. final def Value(i: Int, name: String): Value

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
  5. final def Value(name: String): Value

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
  6. final def Value(i: Int): Value

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
  7. final def Value: Value

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
  8. final def apply(x: Int): Value

    Permalink
    Definition Classes
    Enumeration
  9. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  10. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  11. final def eq(arg0: AnyRef): Boolean

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

    Permalink
    Definition Classes
    AnyRef → Any
  13. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  14. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  15. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  16. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  17. final def maxId: Int

    Permalink
    Definition Classes
    Enumeration
  18. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef
  19. var nextId: Int

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
  20. var nextName: Iterator[String]

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
  21. val none: Value

    Permalink
  22. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  23. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  24. def readResolve(): AnyRef

    Permalink
    Attributes
    protected
    Definition Classes
    Enumeration
  25. val simplemax: Value

    Permalink
  26. val softmax: Value

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

    Permalink
    Definition Classes
    AnyRef
  28. def toString(): String

    Permalink
    Definition Classes
    Enumeration → AnyRef → Any
  29. def values: ValueSet

    Permalink
    Definition Classes
    Enumeration
  30. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  31. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  32. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  33. final def withName(s: String): Value

    Permalink
    Definition Classes
    Enumeration

Inherited from Enumeration

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped