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class TL extends AnyRef

Tomek Link. Original paper: "Two Modifications of CNN" by Ivan Tomek.

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Instance Constructors

  1. new TL(data: Data, seed: Long = System.currentTimeMillis(), dist: Distance = Distance.EUCLIDEAN, ratio: String = "not minority", minorityClass: Option[Any] = None, normalize: Boolean = false, randomData: Boolean = false, verbose: Boolean = false)

    data

    data to work with

    seed

    seed to use. If it is not provided, it will use the system time

    dist

    object of Distance enumeration representing the distance to be used

    ratio

    indicates the instances of the Tomek Links that are going to be remove. "all" will remove all instances, "minority" will remove instances of the minority class and "not minority" will remove all the instances except the ones of the minority class.

    minorityClass

    minority class. If set to None, it will be computed

    normalize

    normalize the data or not

    randomData

    iterate through the data randomly or not

    verbose

    choose to display information about the execution or not

Value Members

  1. final def !=(arg0: Any): Boolean
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  2. final def ##(): Int
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  3. final def ==(arg0: Any): Boolean
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  4. final def asInstanceOf[T0]: T0
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  5. def clone(): AnyRef
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    protected[java.lang]
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    @native() @HotSpotIntrinsicCandidate() @throws( ... )
  6. def compute(): Data

    Compute the TL algorithm.

    Compute the TL algorithm.

    returns

    undersampled data structure

  7. final def eq(arg0: AnyRef): Boolean
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  8. def equals(arg0: Any): Boolean
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  9. final def getClass(): Class[_]
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    @native() @HotSpotIntrinsicCandidate()
  10. def hashCode(): Int
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  11. final def isInstanceOf[T0]: Boolean
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  12. val minorityClass: Option[Any]
  13. final def ne(arg0: AnyRef): Boolean
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  14. final def notify(): Unit
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    @native() @HotSpotIntrinsicCandidate()
  15. final def notifyAll(): Unit
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    @native() @HotSpotIntrinsicCandidate()
  16. final def synchronized[T0](arg0: ⇒ T0): T0
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  17. def toString(): String
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  18. final def wait(arg0: Long, arg1: Int): Unit
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  19. final def wait(arg0: Long): Unit
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  20. final def wait(): Unit
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Deprecated Value Members

  1. def finalize(): Unit
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    @Deprecated @deprecated @throws( classOf[java.lang.Throwable] )
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

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