Neuron

class Neuron(val cons: Array[Con], val id: String, val bias: Option[Double], val width: Option[Double], val altitude: Option[Double]) 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.

trait Serializable
class Object
trait Matchable
class Any

Value members

Inherited methods

Inherited from:
HasExtensions
def hasExtensions: Boolean
Inherited from:
HasExtensions

Concrete fields

val altitude: Option[Double]
val bias: Option[Double]
val cons: Array[Con]
val id: String
val width: Option[Double]