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scalation.analytics.classifier

SimpleLogisticRegressionTest2

object SimpleLogisticRegressionTest2 extends App

The SimpleLogisticRegressionTest2 object tests the SimpleLogisticRegression class on the mtcars dataset. Use grid search optimizer. To get a better solution, refine the grid.

See also

ExampleMtcars.scala

www.cookbook-r.com/Statistical_analysis/Logistic_regression/ Answer: b = (-8.8331, 0.4304), n_dev = 43.860, r_dev = 25.533, aic = 29.533, pseudo_rSq = 0.4178 > runMain scalation.analytics.classifier.SimpleLogisticRegressionTest2

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App, DelayedInit, AnyRef, Any
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  1. SimpleLogisticRegressionTest2
  2. App
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Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def args: Array[String]
    Attributes
    protected
    Definition Classes
    App
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. var b_min: VectorD
  7. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
  8. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  9. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  10. final val executionStart: Long
    Definition Classes
    App
  11. val fn: Array[String]
  12. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  13. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  14. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  15. var ll_min: Double
  16. val lrg: SimpleLogisticRegression
  17. final def main(args: Array[String]): Unit
    Definition Classes
    App
  18. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  20. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  21. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  22. def toString(): String
    Definition Classes
    AnyRef → Any
  23. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  24. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  25. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  26. val x: MatrixD
  27. val x1: VectorD
  28. val y: VectorI

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

  2. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated
    Deprecated

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Inherited from DelayedInit

Inherited from AnyRef

Inherited from Any

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