case class ICENumericFeature(name: String, numSplits: Option[Int] = None, rangeMin: Option[Double] = None, rangeMax: Option[Double] = None, outputColName: Option[String] = None) extends ICEFeature with Product with Serializable

Represents a single numeric feature to be explained by ICE explainer.

name

The name of the numeric feature.

numSplits

The number of splits for the value range for the numeric feature. Default: 10.0

rangeMin

Specifies the min value of the range for the numeric feature. If not specified, it will be computed from the background dataset.

rangeMax

Specifies the max value of the range for the numeric feature. If not specified, it will be computed from the background dataset.

outputColName

The name for output column with explanations for the feature. Default: input name of the feature + "_dependence"

Linear Supertypes
Serializable, Serializable, Product, Equals, ICEFeature, AnyRef, Any
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  1. ICENumericFeature
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. ICEFeature
  7. AnyRef
  8. Any
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Instance Constructors

  1. new ICENumericFeature(name: String, numSplits: Option[Int] = None, rangeMin: Option[Double] = None, rangeMax: Option[Double] = None, outputColName: Option[String] = None)

    name

    The name of the numeric feature.

    numSplits

    The number of splits for the value range for the numeric feature. Default: 10.0

    rangeMin

    Specifies the min value of the range for the numeric feature. If not specified, it will be computed from the background dataset.

    rangeMax

    Specifies the max value of the range for the numeric feature. If not specified, it will be computed from the background dataset.

    outputColName

    The name for output column with explanations for the feature. Default: input name of the feature + "_dependence"

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 asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  6. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  7. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
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    Annotations
    @throws( classOf[java.lang.Throwable] )
  8. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  9. def getName: String
    Definition Classes
    ICEFeature
  10. def getNumSplits: Int
  11. def getOutputColName: String
    Definition Classes
    ICEFeature
  12. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  13. val name: String
  14. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  15. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  16. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  17. val numSplits: Option[Int]
  18. val outputColName: Option[String]
  19. val rangeMax: Option[Double]
  20. val rangeMin: Option[Double]
  21. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  22. def validate: Boolean
    Definition Classes
    ICENumericFeature → ICEFeature
  23. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  25. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
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    @throws( ... ) @native()

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from ICEFeature

Inherited from AnyRef

Inherited from Any

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