Class/Object

au.csiro.variantspark.input.generate

NoisyEffectLabelGenerator

Related Docs: object NoisyEffectLabelGenerator | package generate

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class NoisyEffectLabelGenerator extends LabelSource with Logging

Generate a dichotomous response

Linear Supertypes
Logging, LabelSource, AnyRef, Any
Ordering
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  2. By Inheritance
Inherited
  1. NoisyEffectLabelGenerator
  2. Logging
  3. LabelSource
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new NoisyEffectLabelGenerator(featureSource: FeatureSource)(zeroLevel: Int, effects: Map[String, Double], fractionVarianceExplained: Double, classThresholdPercentile: Double = 0.75, multiplicative: Boolean = false, seed: Long = 13L)

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Value Members

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

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  5. var baseContinuousResponse: DenseVector[Double]

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  6. var baseContinuousStats: MeanAndVariance

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  7. val classThresholdPercentile: Double

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  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef

  10. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  11. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  12. def foldAdditive(nSamples: Int, rdd: RDD[DenseVector[Double]]): DenseVector[Double]

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  13. def foldMulitiplicative(nSamples: Int, rdd: RDD[DenseVector[Double]]): DenseVector[Double]

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  14. val fractionVarianceExplained: Double

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

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    Definition Classes
    AnyRef → Any

  16. def getLabels(labels: Seq[String]): Array[Int]

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    Definition Classes
    NoisyEffectLabelGenerator → LabelSource

  17. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  18. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  19. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  20. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  21. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  22. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  23. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  24. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  25. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  26. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  27. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  28. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  29. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  30. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  31. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  32. def logistic(d: Double): Double

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  33. val multiplicative: Boolean

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

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    Definition Classes
    AnyRef

  35. var noisyContinuousResponse: DenseVector[Double]

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  36. var noisyContinuousStats: MeanAndVariance

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  37. final def notify(): Unit

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    Definition Classes
    AnyRef

  38. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  39. lazy val rng: XorShift1024StarRandomGenerator

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

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    Definition Classes
    AnyRef

  41. def toString(): String

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    Definition Classes
    AnyRef → Any

  42. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Logging

Inherited from LabelSource

Inherited from AnyRef

Inherited from Any

Ungrouped