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frl.driesprong.outlierdectection

StochasticOutlierDetection

Related Doc: package outlierdectection

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object StochasticOutlierDetection

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  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. val DefaultIterations: Int

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  5. val DefaultPerplexity: Double

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  6. val DefaultTolerance: Double

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  7. final def asInstanceOf[T0]: T0

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  8. def binarySearch(affinity: DenseVector[Double], logPerplexity: Double, maxIterations: Int, tolerance: Double, iteration: Int = 0, beta: Double = 1.0, betaMin: Double = Double.NegativeInfinity, betaMax: Double = Double.PositiveInfinity): DenseVector[Double]

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  9. def clone(): AnyRef

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  10. def computeAffinityMatrix(dMatrix: RDD[(Long, Array[Double])], perplexity: Double = DefaultPerplexity, maxIterations: Int, tolerance: Double): RDD[(Long, DenseVector[Double])]

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  11. def computeBindingProbabilities(rows: RDD[(Long, DenseVector[Double])]): RDD[(Long, Array[Double])]

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  12. def computeDistanceMatrix(data: RDD[Array[Double]]): RDD[(Long, Array[Double])]

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  13. def computeDistanceMatrixPair(data: RDD[(Long, Array[Double])]): RDD[(Long, Array[Double])]

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  14. def computeOutlierProbability(rows: RDD[(Long, Array[Double])]): RDD[(Long, Double)]

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

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  16. def equals(arg0: Any): Boolean

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  17. def euclDistance(a: Array[Double], b: Array[Double]): Double

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  18. def finalize(): Unit

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

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  20. def hashCode(): Int

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  21. final def isInstanceOf[T0]: Boolean

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

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  23. final def notify(): Unit

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  24. final def notifyAll(): Unit

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  25. def performOutlierDetection(inputVectors: RDD[(Long, Array[Double])], perplexity: Double = DefaultPerplexity, tolerance: Double = DefaultPerplexity, maxIterations: Int = DefaultIterations): Array[(Long, Double)]

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

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  27. def toString(): String

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  28. final def wait(): Unit

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

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

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