Packages

  • package root

    Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning, NLP, linear algebra, graph, interpolation, and visualization system in Java and Scala.

    Smile (Statistical Machine Intelligence and Learning Engine) is a fast and comprehensive machine learning, NLP, linear algebra, graph, interpolation, and visualization system in Java and Scala. With advanced data structures and algorithms, Smile delivers state-of-art performance.

    Smile covers every aspect of machine learning, including classification, regression, clustering, association rule mining, feature selection, manifold learning, multidimensional scaling, genetic algorithms, missing value imputation, efficient nearest neighbor search, etc.

    Definition Classes
    root
  • package smile
    Definition Classes
    root
  • package math

    Mathematical and statistical functions.

    Mathematical and statistical functions.

    Definition Classes
    smile
  • package distance

    Distance functions.

    Distance functions.

    Definition Classes
    math
  • Hamming
  • MeanMahanttan
  • PatternDifference
  • ShapeDifference
  • SizeDifference
  • Vari
c

smile.math.distance

MeanMahanttan

class MeanMahanttan extends Distance[Array[Int]]

Mean Mahantan distance. Compared to regular Manhattan distance, it normalizes the distance by the sum of contingency table values.

References

  • Seung-Seok Choi, et al. A Survey of Binary Similarity and Distance Measures. http://www.iiisci.org/journal/CV$/sci/pdfs/GS315JG.pdf
Linear Supertypes
Ordering
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Inherited
  1. MeanMahanttan
  2. Distance
  3. Serializable
  4. ToDoubleBiFunction
  5. AnyRef
  6. Any
Implicitly
  1. by any2stringadd
  2. by StringFormat
  3. by Ensuring
  4. by ArrowAssoc
  1. Hide All
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new MeanMahanttan()

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. def +(other: String): String
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toany2stringadd[MeanMahanttan] performed by method any2stringadd in scala.Predef.
    Definition Classes
    any2stringadd
  4. def ->[B](y: B): (MeanMahanttan, B)
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toArrowAssoc[MeanMahanttan] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @inline()
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. def D(arg0: Array[Array[Int]], arg1: Array[Array[Int]]): Matrix
    Definition Classes
    Distance
  7. def D(arg0: Array[Array[Int]]): Matrix
    Definition Classes
    Distance
  8. def apply(arg0: Array[Int], arg1: Array[Int]): Double
    Definition Classes
    Distance
  9. def applyAsDouble(arg0: Array[Int], arg1: Array[Int]): Double
    Definition Classes
    Distance → ToDoubleBiFunction
  10. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native()
  12. def d(x: Array[Int], y: Array[Int]): Double
    Definition Classes
    MeanMahanttan → Distance
  13. def ensuring(cond: (MeanMahanttan) => Boolean, msg: => Any): MeanMahanttan
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toEnsuring[MeanMahanttan] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  14. def ensuring(cond: (MeanMahanttan) => Boolean): MeanMahanttan
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toEnsuring[MeanMahanttan] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  15. def ensuring(cond: Boolean, msg: => Any): MeanMahanttan
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toEnsuring[MeanMahanttan] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  16. def ensuring(cond: Boolean): MeanMahanttan
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toEnsuring[MeanMahanttan] performed by method Ensuring in scala.Predef.
    Definition Classes
    Ensuring
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  19. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable])
  20. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  21. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  22. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  23. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  24. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  25. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  26. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  27. def toString(): String
    Definition Classes
    AnyRef → Any
  28. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  29. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  30. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()

Deprecated Value Members

  1. def formatted(fmtstr: String): String
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toStringFormat[MeanMahanttan] performed by method StringFormat in scala.Predef.
    Definition Classes
    StringFormat
    Annotations
    @deprecated @inline()
    Deprecated

    (Since version 2.12.16) Use formatString.format(value) instead of value.formatted(formatString), or use the f"" string interpolator. In Java 15 and later, formatted resolves to the new method in String which has reversed parameters.

  2. def [B](y: B): (MeanMahanttan, B)
    Implicit
    This member is added by an implicit conversion from MeanMahanttan toArrowAssoc[MeanMahanttan] performed by method ArrowAssoc in scala.Predef.
    Definition Classes
    ArrowAssoc
    Annotations
    @deprecated
    Deprecated

    (Since version 2.13.0) Use -> instead. If you still wish to display it as one character, consider using a font with programming ligatures such as Fira Code.

Inherited from Distance[Array[Int]]

Inherited from Serializable

Inherited from ToDoubleBiFunction[Array[Int], Array[Int]]

Inherited from AnyRef

Inherited from Any

Inherited by implicit conversion any2stringadd fromMeanMahanttan to any2stringadd[MeanMahanttan]

Inherited by implicit conversion StringFormat fromMeanMahanttan to StringFormat[MeanMahanttan]

Inherited by implicit conversion Ensuring fromMeanMahanttan to Ensuring[MeanMahanttan]

Inherited by implicit conversion ArrowAssoc fromMeanMahanttan to ArrowAssoc[MeanMahanttan]

Ungrouped