Class

au.csiro.variantspark.algo

RandomForestParams

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case class RandomForestParams(oob: Boolean = true, nTryFraction: Double = Double.NaN, bootstrap: Boolean = true, subsample: Double = Double.NaN, randomizeEquality: Boolean = true, seed: Long = defRng.nextLong) extends Product with Serializable

Implements random forest params conditionally

oob

the out-of-bag value

nTryFraction

the n-try fraction value

bootstrap

the bootstrap value

subsample

the subsample value

seed

the seed value

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Serializable, Serializable, Product, Equals, AnyRef, Any
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  1. RandomForestParams
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Instance Constructors

  1. new RandomForestParams(oob: Boolean = true, nTryFraction: Double = Double.NaN, bootstrap: Boolean = true, subsample: Double = Double.NaN, randomizeEquality: Boolean = true, seed: Long = defRng.nextLong)

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    oob

    the out-of-bag value

    nTryFraction

    the n-try fraction value

    bootstrap

    the bootstrap value

    subsample

    the subsample value

    seed

    the seed value

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. val bootstrap: Boolean

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    the bootstrap value

  6. def clone(): AnyRef

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

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  8. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )

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

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  10. final def isInstanceOf[T0]: Boolean

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  11. val nTryFraction: Double

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    the n-try fraction value

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

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  13. final def notify(): Unit

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  14. final def notifyAll(): Unit

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  15. val oob: Boolean

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    the out-of-bag value

  16. val randomizeEquality: Boolean

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  17. def resolveDefaults(nSamples: Int, nVariables: Int): RandomForestParams

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  18. val seed: Long

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    the seed value

  19. val subsample: Double

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    the subsample value

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

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  21. def toString(): String

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    RandomForestParams → AnyRef → Any

  22. final def wait(): Unit

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

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

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