Trait

com.alpine.result

CategoricalResult

Related Doc: package result

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trait CategoricalResult extends MLResult

Linear Supertypes
MLResult, AnyRef, Any
Known Subclasses
ClassificationResult, ClusteringResult
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Inherited
  1. CategoricalResult
  2. MLResult
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Abstract Value Members

  1. abstract def details: Array[Double]

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    A numeric detail generated by the model for each label.

    A numeric detail generated by the model for each label. Typically, this is a value which is minimized or maximized to determine the predicted value. e.g. confidence probabilities (to be maximised) or distance to the labelled cluster (to be minimised).

    This MUST be in the same order as the list returned by "labels".

    returns

    A list of numeric details corresponding to the labels (order must be preserved).

  2. abstract def labels: Seq[String]

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    returns

    The list of potential labels that can be generated by the model. e.g. ["yes", "no"]

  3. abstract def value: String

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    returns

    The simple value of the prediction. e.g. "yes" or "1".

    Definition Classes
    CategoricalResult → MLResult

Concrete 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 clone(): AnyRef

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

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

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    Definition Classes
    AnyRef

  7. def equals(obj: Any): Boolean

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    Definition Classes
    CategoricalResult → AnyRef → Any

  8. def equals(other: MLResult, tolerance: Double): Boolean

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    Used in tests to compare results, within a given numerical tolerance range.

    Used in tests to compare results, within a given numerical tolerance range.

    Definition Classes
    CategoricalResult → MLResult

  9. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any

  11. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  12. def index: Int

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    returns

    The index by which the prediction value may be found in the list of labels.

  13. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    AnyRef

  15. final def notify(): Unit

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    Definition Classes
    AnyRef

  16. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    AnyRef

  18. def toMap: Map[String, Double]

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  19. def toString(): String

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    Definition Classes
    AnyRef → Any

  20. final def wait(): Unit

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    Annotations
    @throws( ... )

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

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    Definition Classes
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    @throws( ... )

Inherited from MLResult

Inherited from AnyRef

Inherited from Any

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