com.collective.modelmatrix.transform

Bins

case class Bins(nbins: Int, minPoints: Int = 0, minPercents: Double = 0.0) extends Transform with Product with Serializable

Break the values in the column into bins with roughly the same number of points.

nbins

target number of bins

minPoints

minimum number of points in single bin

minPercents

minimum percent of points in a bin (0-100). The larger of absolute number and percent points is used.

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Instance Constructors

  1. new Bins(nbins: Int, minPoints: Int = 0, minPercents: Double = 0.0)

    nbins

    target number of bins

    minPoints

    minimum number of points in single bin

    minPercents

    minimum percent of points in a bin (0-100). The larger of absolute number and percent points is used.

Value Members

  1. final def !=(arg0: AnyRef): Boolean

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  2. final def !=(arg0: Any): Boolean

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  3. final def ##(): Int

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  7. def clone(): AnyRef

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  9. def finalize(): Unit

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

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  11. final def isInstanceOf[T0]: Boolean

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  12. val minPercents: Double

    minimum percent of points in a bin (0-100).

    minimum percent of points in a bin (0-100). The larger of absolute number and percent points is used.

  13. val minPoints: Int

    minimum number of points in single bin

  14. val nbins: Int

    target number of bins

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

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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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

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  19. final def wait(): Unit

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

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

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Inherited from Serializable

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