Trait

com.microsoft.ml.spark

ComputePerInstanceStatisticsParams

Related Doc: package spark

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trait ComputePerInstanceStatisticsParams extends MMLParams with HasLabelCol with HasScoresCol with HasScoredLabelsCol with HasScoredProbabilitiesCol with HasEvaluationMetric

Linear Supertypes
HasEvaluationMetric, HasScoredProbabilitiesCol, HasScoredLabelsCol, HasScoresCol, HasLabelCol, MMLParams, DefaultParamsWritable, MLWritable, Wrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. ComputePerInstanceStatisticsParams
  2. HasEvaluationMetric
  3. HasScoredProbabilitiesCol
  4. HasScoredLabelsCol
  5. HasScoresCol
  6. HasLabelCol
  7. MMLParams
  8. DefaultParamsWritable
  9. MLWritable
  10. Wrappable
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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 $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

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    Definition Classes
    Wrappable
  6. def BooleanParam(i: Identifiable, name: String, description: String): BooleanParam

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    Definition Classes
    Wrappable
  7. def DoubleParam(i: Identifiable, name: String, description: String, default: Double): DoubleParam

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    Wrappable
  8. def DoubleParam(i: Identifiable, name: String, description: String): DoubleParam

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    Definition Classes
    Wrappable
  9. def IntParam(i: Identifiable, name: String, description: String, validation: (Int) ⇒ Boolean): IntParam

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    Wrappable
  10. def IntParam(i: Identifiable, name: String, description: String, default: Int): IntParam

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    Definition Classes
    Wrappable
  11. def IntParam(i: Identifiable, name: String, description: String): IntParam

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    Definition Classes
    Wrappable
  12. def LongParam(i: Identifiable, name: String, description: String, default: Long): LongParam

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    Definition Classes
    Wrappable
  13. def LongParam(i: Identifiable, name: String, description: String): LongParam

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    Definition Classes
    Wrappable
  14. def StringParam(i: Identifiable, name: String, description: String, default: String, domain: Seq[String]): Param[String]

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    Definition Classes
    Wrappable
  15. def StringParam(i: Identifiable, name: String, description: String, default: String): Param[String]

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    Definition Classes
    Wrappable
  16. def StringParam(i: Identifiable, name: String, description: String, validation: (String) ⇒ Boolean): Param[String]

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    Definition Classes
    Wrappable
  17. def StringParam(i: Identifiable, name: String, description: String): Param[String]

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    Definition Classes
    Wrappable
  18. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  19. def chainedUid(origin: String): String

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    Definition Classes
    Wrappable
  20. final def clear(param: Param[_]): ComputePerInstanceStatisticsParams.this.type

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    Definition Classes
    Params
  21. def clone(): AnyRef

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    @throws( ... )
  22. def copyValues[T <: Params](to: T, extra: ParamMap): T

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  23. final def defaultCopy[T <: Params](extra: ParamMap): T

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

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    Definition Classes
    AnyRef
  25. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  26. val evaluationMetric: Param[String]

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    Definition Classes
    HasEvaluationMetric
  27. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  28. def explainParams(): String

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    Params
  29. final def extractParamMap(): ParamMap

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    Params
  30. final def extractParamMap(extra: ParamMap): ParamMap

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    Params
  31. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  32. final def get[T](param: Param[T]): Option[T]

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

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  34. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  35. def getEvaluationMetric: String

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    Definition Classes
    HasEvaluationMetric
  36. def getLabelCol: String

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    Definition Classes
    HasLabelCol
  37. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  38. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  39. def getScoredLabelsCol: String

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    Definition Classes
    HasScoredLabelsCol
  40. def getScoredProbabilitiesCol: String

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    Definition Classes
    HasScoredProbabilitiesCol
  41. def getScoresCol: String

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    Definition Classes
    HasScoresCol
  42. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  43. def hasParam(paramName: String): Boolean

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  44. def hashCode(): Int

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  45. final def isDefined(param: Param[_]): Boolean

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  46. final def isInstanceOf[T0]: Boolean

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    Any
  47. final def isSet(param: Param[_]): Boolean

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  48. val labelCol: Param[String]

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    The name of the label column

    The name of the label column

    Definition Classes
    HasLabelCol
  49. final def ne(arg0: AnyRef): Boolean

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    AnyRef
  50. final def notify(): Unit

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    AnyRef
  51. final def notifyAll(): Unit

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    AnyRef
  52. val paramDomains: Map[String, Seq[String]]

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    Wrappable
  53. lazy val params: Array[Param[_]]

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    Params
  54. def save(path: String): Unit

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    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  55. val scoredLabelsCol: Param[String]

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    The name of the scored labels column

    The name of the scored labels column

    Definition Classes
    HasScoredLabelsCol
  56. val scoredProbabilitiesCol: Param[String]

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    The name of the scored probabilities column

    The name of the scored probabilities column

    Definition Classes
    HasScoredProbabilitiesCol
  57. val scoresCol: Param[String]

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    The name of the scores column

    The name of the scores column

    Definition Classes
    HasScoresCol
  58. final def set(paramPair: ParamPair[_]): ComputePerInstanceStatisticsParams.this.type

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  59. final def set(param: String, value: Any): ComputePerInstanceStatisticsParams.this.type

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  60. final def set[T](param: Param[T], value: T): ComputePerInstanceStatisticsParams.this.type

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  61. final def setDefault(paramPairs: ParamPair[_]*): ComputePerInstanceStatisticsParams.this.type

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  62. final def setDefault[T](param: Param[T], value: T): ComputePerInstanceStatisticsParams.this.type

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  63. def setEvaluationMetric(value: String): ComputePerInstanceStatisticsParams.this.type

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    Definition Classes
    HasEvaluationMetric
  64. def setLabelCol(value: String): ComputePerInstanceStatisticsParams.this.type

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    Definition Classes
    HasLabelCol
  65. def setScoredLabelsCol(value: String): ComputePerInstanceStatisticsParams.this.type

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    Definition Classes
    HasScoredLabelsCol
  66. def setScoredProbabilitiesCol(value: String): ComputePerInstanceStatisticsParams.this.type

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    Definition Classes
    HasScoredProbabilitiesCol
  67. def setScoresCol(value: String): ComputePerInstanceStatisticsParams.this.type

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    Definition Classes
    HasScoresCol
  68. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  69. def toString(): String

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    Identifiable → AnyRef → Any
  70. final def wait(): Unit

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    @throws( ... )
  71. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  72. final def wait(arg0: Long): Unit

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    @throws( ... )
  73. def write: MLWriter

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    DefaultParamsWritable → MLWritable

Inherited from HasEvaluationMetric

Inherited from HasScoredProbabilitiesCol

Inherited from HasScoredLabelsCol

Inherited from HasScoresCol

Inherited from HasLabelCol

Inherited from MMLParams

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Parameters

A list of parameter keys this algorithm can take. Users can set and get the parameter values through setters and getters

Parameter setters

Parameter getters

Members