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smofun

SmoHelpers

Related Doc: package smofun

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object SmoHelpers

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Type Members

  1. type BinaryClassifier = (Vec) ⇒ Boolean

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  2. type CacheKernelEval = (Int, Int) ⇒ Target

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  3. type Kernel = (Vec, Vec) ⇒ Target

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  4. case class SvmConfig(C: Double, tolerance: Double, K: Kernel, doFullAlphaSearch: Boolean = false) extends Product with Serializable

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  5. case class SvmDualModel(bothAlphaTargets: IndexedSeq[Double], supportVectors: IndexedSeq[Vec], b: Double, K: Kernel) extends Product with Serializable

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  6. type Target = Double

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  7. type Vec = DenseVector[Double]

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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. object Initialize

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  5. object Kernels

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  6. def areEqual(a: Target, b: Target, tolerance: Double = defaultDoubleEqualityTol): Boolean

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    @inline()

  7. final def asInstanceOf[T0]: T0

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  8. lazy val calcMarginDist: (SvmDualModel) ⇒ (Vec) ⇒ Target

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  9. def clone(): AnyRef

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  10. val defaultDoubleEqualityTol: Double

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

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  12. def equals(arg0: Any): Boolean

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  13. def finalize(): Unit

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

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

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  15. def hashCode(): Int

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  16. final def isInstanceOf[T0]: Boolean

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  17. def isZero(y: Target, tolerance: Double = defaultDoubleEqualityTol): Boolean

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    @inline()

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

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  19. final def notify(): Unit

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  20. final def notifyAll(): Unit

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  21. lazy val onSameSide: (Target, Target) ⇒ Boolean

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  22. def randomExample(sz: Int, shouldNotBeEqualTo: Int): Int

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    @inline()

  23. lazy val svmClassifier: (SvmDualModel) ⇒ BinaryClassifier

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

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  25. def time[T](x: ⇒ T): (T, Duration)

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    @inline()

  26. def toString(): String

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  27. final def wait(): Unit

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

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

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