Packages

o

scalation.analytics

PerceptronTest3

object PerceptronTest3 extends App

The PerceptronTest3 object trains a perceptron on a small dataset with variables x1 and x2. The model equation is the following:

y = sigmoid (b dot x) = sigmoid (b0 + b1*x1 + b2*x2)

Does not call the 'train' method; improvements steps for sigmoid are explicitly in code below. > runMain scalation.analytics.PerceptronTest3

Linear Supertypes
App, DelayedInit, AnyRef, Any
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Inherited
  1. PerceptronTest3
  2. App
  3. DelayedInit
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Value Members

  1. val b: VectorD
  2. val d: VectoD
  3. var e: VectoD
  4. var eta: Double
  5. val executionStart: Long
    Definition Classes
    App
    Annotations
    @deprecatedOverriding( ... , "2.11.0" )
  6. val g: VectoD
  7. val hp: HyperParameter
  8. def main(args: Array[String]): Unit
    Definition Classes
    App
    Annotations
    @deprecatedOverriding( "main should not be overridden" , "2.11.0" )
  9. val nn: Perceptron
  10. var sse: Double
  11. val sst: Double
  12. val x: MatriD
  13. var xb: VectoD
  14. val xy: MatrixD
  15. val y: VectoD
  16. var yp: VectoD
  17. var yp2: VectoD

Deprecated Value Members

  1. def delayedInit(body: ⇒ Unit): Unit
    Definition Classes
    App → DelayedInit
    Annotations
    @deprecated
    Deprecated

    (Since version 2.11.0) the delayedInit mechanism will disappear