Packages

o

scalation.analytics

PerceptronTest2

object PerceptronTest2 extends App

The PerceptronTest2 object trains a perceptron on a small dataset of temperatures from counties in Texas where the variables/factors to consider are Latitude (x1), Elevation (x2) and Longitude (x3). The regression equation is the following:

y = sigmoid (w dot x) = sigmoid (w0 + w1*x1 + w2*x2 + w3*x3)

> runMain scalation.analytics.PerceptronTest2

Linear Supertypes
App, DelayedInit, AnyRef, Any
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Inherited
  1. PerceptronTest2
  2. App
  3. DelayedInit
  4. AnyRef
  5. Any
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Visibility
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Value Members

  1. val eta: Double
  2. val executionStart: Long
    Definition Classes
    App
    Annotations
    @deprecatedOverriding( ... , "2.11.0" )
  3. def main(args: Array[String]): Unit
    Definition Classes
    App
    Annotations
    @deprecatedOverriding( "main should not be overridden" , "2.11.0" )
  4. val nn: Perceptron
  5. val x: MatrixD
  6. val y: VectorD
  7. val yp: VectoD
  8. val yy: VectoD
  9. val z: VectorD

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