scalation/scalation/scalation.modeling/Scaling

Scaling

scalation.modeling.Scaling

trait Scaling

The Scaling trait supports rescaling of data values. When the scale flag is on/true, the companion object factory apply/rescale functions should rescale or normalize the data appropriately to the particular modeling technique (or even to the level of the activation function used).

Attributes

See also: ActivationFun. In ScalaTion, model constructors do not rescale, but apply/rescale functions that call model constructors need to provide this option.
Graph
Supertypes: class Object

trait Matchable

class Any
Known subtypes: object NeuralNet_Class_3L

object ELM_3L1

object NeuralNet_2L

object NeuralNet_3L

object NeuralNet_XL

object NeuralNet_XLT

object Perceptron
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Members list

Value members

Concrete methods

Set the scale flag to the given value.

Value parameters

scale_: the new value for the scale flag

Attributes

Concrete fields

The 'scale' flag indicated whether the data is to be rescaled/normalized

Attributes

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