Class

org.pmml4s.transformations

NormContinuous

Related Doc: package transformations

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class NormContinuous extends NumericFieldExpression

Normalization provides a basic framework for mapping input values to specific value ranges, usually the numeric range [0 .. 1]. Normalization is used, e.g., in neural networks and clustering models.

Defines how to normalize an input field by piecewise linear interpolation. The mapMissingTo attribute defines the value the output is to take if the input is missing. If the mapMissingTo attribute is not specified, then missing input values produce a missing result.

Linear Supertypes
NumericFieldExpression, FieldExpression, UnaryExpression, Expression, Evaluator, PmmlElement, Serializable, Serializable, HasExtensions, AnyRef, Any
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Inherited
  1. NormContinuous
  2. NumericFieldExpression
  3. FieldExpression
  4. UnaryExpression
  5. Expression
  6. Evaluator
  7. PmmlElement
  8. Serializable
  9. Serializable
  10. HasExtensions
  11. AnyRef
  12. Any
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Visibility
  1. Public
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Instance Constructors

  1. new NormContinuous(linearNorms: Array[LinearNorm], field: Field, mapMissingTo: Option[Double], outliers: OutlierTreatmentMethod = OutlierTreatmentMethod.asIs)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. def categories: Array[Any]

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    Definition Classes
    Expression

  6. def child: FieldRef

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    Definition Classes
    FieldExpression → UnaryExpression

  7. final def children: Array[Expression]

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    Definition Classes
    UnaryExpression → Expression

  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. def deeval(input: Any): Double

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    Definition Classes
    NormContinuous → Expression

  10. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  11. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  12. def eval(series: Series): Double

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    Returns the result of evaluating this expression on a given input Series

    Returns the result of evaluating this expression on a given input Series

    Definition Classes
    NormContinuous → NumericFieldExpression → FieldExpression → Expression → Evaluator

  13. def eval(value: Any): Any

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    Definition Classes
    Expression

  14. def extensions: Seq[Extension]

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    Definition Classes
    HasExtensions

  15. val field: Field

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    Definition Classes
    NormContinuous → FieldExpression

  16. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  17. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  18. def getDataField: Option[Field]

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    Definition Classes
    FieldExpression → Expression

  19. def hasExtensions: Boolean

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    Definition Classes
    HasExtensions

  20. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  21. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  22. val linearNorms: Array[LinearNorm]

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  23. val mapMissingTo: Option[Double]

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  24. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  25. final def notify(): Unit

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    Definition Classes
    AnyRef

  26. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  27. val outliers: OutlierTreatmentMethod

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  28. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  29. def toString(): String

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    Definition Classes
    AnyRef → Any

  30. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  31. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  32. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from NumericFieldExpression

Inherited from FieldExpression

Inherited from UnaryExpression

Inherited from Expression

Inherited from Evaluator

Inherited from PmmlElement

Inherited from Serializable

Inherited from Serializable

Inherited from HasExtensions

Inherited from AnyRef

Inherited from Any

Ungrouped