case class ICECategoricalFeature(name: String, numTopValues: Option[Int] = None, outputColName: Option[String] = None) extends ICEFeature with Product with Serializable

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

name

The name of the categorical feature.

numTopValues

The max number of top-occurring values to be included in the categorical feature. Default: 100.

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. ICECategoricalFeature
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. ICEFeature
  7. AnyRef
  8. Any
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Instance Constructors

  1. new ICECategoricalFeature(name: String, numTopValues: Option[Int] = None, outputColName: Option[String] = None)

    name

    The name of the categorical feature.

    numTopValues

    The max number of top-occurring values to be included in the categorical feature. Default: 100.

    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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    @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 getNumTopValue: 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 numTopValues: Option[Int]
  18. val outputColName: Option[String]
  19. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  20. def validate: Boolean
    Definition Classes
    ICECategoricalFeature → ICEFeature
  21. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  22. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  23. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from ICEFeature

Inherited from AnyRef

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