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class IHTS extends AnyRef

Instance Hardness Threshold. Original paper: "An Empirical Study of Instance Hardness" by Michael R. Smith, Tony Martinez and Christophe Giraud-Carrier.

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Instance Constructors

  1. new IHTS(data: Data, seed: Long = System.currentTimeMillis(), nFolds: Int = 5, 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

    nFolds

    number of subsets to create when applying cross-validation

    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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    protected[java.lang]
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  6. def compute(): Data

    Compute the IHTS algorithm.

    Compute the IHTS 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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  17. final def wait(arg0: Long, arg1: Int): Unit
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  18. final def wait(arg0: Long): Unit
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  19. final def wait(): Unit
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Deprecated Value Members

  1. def finalize(): Unit
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    Deprecated

    (Since version ) see corresponding Javadoc for more information.

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