Class

io.github.mandar2812.dynaml.prototype

EntropyMeasure

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abstract class EntropyMeasure extends Measure[DenseVector[Double]] with Serializable

Models a general entropy measure. Any entropy measure would require a probability distribution

Linear Supertypes
Serializable, Serializable, Measure[DenseVector[Double]], AnyRef, Any
Known Subclasses
QuadraticRenyiEntropy
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  1. EntropyMeasure
  2. Serializable
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  4. Measure
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Instance Constructors

  1. new EntropyMeasure()

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Abstract Value Members

  1. abstract val density: DensityKernel

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    Attributes
    protected

  2. abstract def entropy[K](data: RDD[(K, LabeledPoint)]): Double

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  3. abstract def entropy(data: List[DenseVector[Double]]): Double

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    Given a probability distribution for the data set, calculate the entropy of the data set with respect to the given distribution.

    Given a probability distribution for the data set, calculate the entropy of the data set with respect to the given distribution.

    data

    The data set whose entropy is required.

    returns

    The entropy of the data set.

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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    AnyRef → Any

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

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    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Any

  5. def clone(): AnyRef

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

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

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    AnyRef

  7. def equals(arg0: Any): Boolean

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  8. def evaluate[K](data: RDD[(K, LabeledPoint)]): Double

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  9. def evaluate(data: List[DenseVector[Double]]): Double

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    Definition Classes
    EntropyMeasure → Measure

  10. def finalize(): Unit

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

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

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  12. def hashCode(): Int

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  13. final def isInstanceOf[T0]: Boolean

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    Any

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

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  15. final def notify(): Unit

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    AnyRef

  16. final def notifyAll(): Unit

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

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  18. def toString(): String

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  19. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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Inherited from Serializable

Inherited from Serializable

Inherited from Measure[DenseVector[Double]]

Inherited from AnyRef

Inherited from Any

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