org.pmml4s.transformations

NormContinuous

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 = ...)

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  7. def categories: Array[Any]

    Definition Classes
    Expression

  8. def child: FieldRef

    Definition Classes
    FieldExpression → UnaryExpression

  9. final def children: Array[Expression]

    Definition Classes
    UnaryExpression → Expression

  10. def clone(): AnyRef

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

  11. def deeval(input: Any): Double

    Definition Classes
    NormContinuous → Expression

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

    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  14. def eval(series: Series): Double

    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

  15. def eval(value: Any): Any

    Definition Classes
    Expression

  16. def extensions: Seq[Extension]

    Definition Classes
    HasExtensions

  17. val field: Field

    Definition Classes
    NormContinuous → FieldExpression

  18. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  20. def getDataField: Option[Field]

    Definition Classes
    FieldExpression → Expression

  21. def hasExtensions: Boolean

    Definition Classes
    HasExtensions

  22. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  23. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  24. val linearNorms: Array[LinearNorm]

  25. val mapMissingTo: Option[Double]

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

    Definition Classes
    AnyRef

  27. final def notify(): Unit

    Definition Classes
    AnyRef

  28. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  29. val outliers: OutlierTreatmentMethod

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

    Definition Classes
    AnyRef

  31. def toString(): String

    Definition Classes
    AnyRef → Any

  32. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    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