Class

org.pmml4s.model

Neuron

Related Doc: package model

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class Neuron extends PmmlElement

Contains an identifier id which must be unique in all layers. The attribute bias implicitly defines a connection to a bias unit where the unit's value is 1.0 and the weight is the value of bias. The activation function and normalization method for Neuron can be defined in NeuralLayer. If either one is not defined for the layer then the default one specified for NeuralNetwork applies. If the activation function is radialBasis, the attribute width must be specified either in Neuron, NeuralLayer or NeuralNetwork. Again, width specified in Neuron will override a respective value from NeuralLayer, and in turn will override a value given in NeuralNetwork.

Weighted connections between neural net nodes are represented by Con elements.

Linear Supertypes
PmmlElement, Serializable, Serializable, HasExtensions, AnyRef, Any
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Instance Constructors

  1. new Neuron(cons: Array[Con], id: String, bias: Option[Double] = None, width: Option[Double] = None, altitude: Option[Double] = None)

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Value Members

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

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

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

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  4. val altitude: Option[Double]

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  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  6. val bias: Option[Double]

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  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    AnyRef
    Annotations
    @throws( ... )
  8. val cons: Array[Con]

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

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    AnyRef
  10. def equals(arg0: Any): Boolean

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  11. def extensions: Seq[Extension]

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    HasExtensions
  12. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  13. final def getClass(): Class[_]

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  14. def hasExtensions: Boolean

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    Definition Classes
    HasExtensions
  15. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  16. val id: String

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  17. final def isInstanceOf[T0]: Boolean

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    Any
  18. final def ne(arg0: AnyRef): Boolean

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  19. final def notify(): Unit

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    AnyRef
  20. final def notifyAll(): Unit

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

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  22. def toString(): String

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  23. final def wait(): Unit

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

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    @throws( ... )
  25. final def wait(arg0: Long): Unit

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    @throws( ... )
  26. val width: Option[Double]

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Inherited from PmmlElement

Inherited from Serializable

Inherited from Serializable

Inherited from HasExtensions

Inherited from AnyRef

Inherited from Any

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