Class

org.apache.spark.ml.odkl

CRRSamplerModel

Related Doc: package odkl

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class CRRSamplerModel extends Model[CRRSamplerModel] with DefaultParamsWritable with CRRSamplerParams with HasNetlibBlas

Model applied as a transformer, but the resulting data set is not determenistic (each pass produces different results). Results must not be cached.

Linear Supertypes
HasNetlibBlas, CRRSamplerParams, HasLabelCol, HasGroupByColumns, HasInputCol, DefaultParamsWritable, MLWritable, Model[CRRSamplerModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. CRRSamplerModel
  2. HasNetlibBlas
  3. CRRSamplerParams
  4. HasLabelCol
  5. HasGroupByColumns
  6. HasInputCol
  7. DefaultParamsWritable
  8. MLWritable
  9. Model
  10. Transformer
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new CRRSamplerModel()

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  2. new CRRSamplerModel(uid: String)

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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 $[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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def axpy(a: Double, x: Vector, y: Array[Double]): Unit

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    Definition Classes
    HasNetlibBlas

  7. def axpy(a: Double, x: Array[Double], y: Array[Double]): Unit

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    Definition Classes
    HasNetlibBlas

  8. def blas: BLAS

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    Definition Classes
    HasNetlibBlas

  9. final def clear(param: Param[_]): CRRSamplerModel.this.type

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    Definition Classes
    Params

  10. def clone(): AnyRef

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

  11. def copy(extra: ParamMap): CRRSamplerModel

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    Definition Classes
    CRRSamplerModel → Model → Transformer → PipelineStage → Params

  12. def copy(x: Array[Double], y: Array[Double]): Unit

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    Definition Classes
    HasNetlibBlas

  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  14. def counterSample(source: Iterator[Row], counterPart: Seq[Row], featureIndex: Int): Iterator[Row]

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

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    Attributes
    protected
    Definition Classes
    Params

  16. def dscal(a: Double, data: Array[Double]): Unit

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    Definition Classes
    HasNetlibBlas

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

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    Definition Classes
    AnyRef

  18. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  19. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  20. def explainParams(): String

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    Definition Classes
    Params

  21. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  22. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  23. def f2jBLAS: BLAS

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    Definition Classes
    HasNetlibBlas

  24. def finalize(): Unit

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

  25. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  28. final def getInputCol: String

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    Definition Classes
    HasInputCol

  29. final def getLabelCol: String

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    Definition Classes
    HasLabelCol

  30. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  31. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  32. final val groupByColumns: StringArrayParam

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    Definition Classes
    HasGroupByColumns

  33. val groupSampleRate: DoubleParam

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    Definition Classes
    CRRSamplerParams

  34. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  35. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  36. def hasParent: Boolean

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    Definition Classes
    Model

  37. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  38. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  39. final val inputCol: Param[String]

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    Definition Classes
    HasInputCol

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

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    Definition Classes
    Params

  41. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  43. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  44. val itemSampleRate: DoubleParam

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    Definition Classes
    CRRSamplerParams

  45. final val labelCol: Param[String]

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    Definition Classes
    HasLabelCol

  46. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  59. final def notify(): Unit

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    Definition Classes
    AnyRef

  60. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  61. def pairSample(sample: Row, counterPart: Seq[Row], featureIndex: Int): Row

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  62. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  63. var parent: Estimator[CRRSamplerModel]

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    Definition Classes
    Model

  64. val rankingPower: DoubleParam

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    Definition Classes
    CRRSamplerParams

  65. def sampleRows(rows: Seq[Row], labelIndex: Int, featureIndex: Int): Iterator[Row]

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  66. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  67. final def set(paramPair: ParamPair[_]): CRRSamplerModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  68. final def set(param: String, value: Any): CRRSamplerModel.this.type

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

  70. final def setDefault(paramPairs: ParamPair[_]*): CRRSamplerModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  72. def setGroupByColumns(columns: String*): CRRSamplerModel.this.type

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    Definition Classes
    HasGroupByColumns

  73. def setGroupSampleRate(value: Double): CRRSamplerModel.this.type

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    Definition Classes
    CRRSamplerParams

  74. def setItemSampleRate(value: Double): CRRSamplerModel.this.type

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    Definition Classes
    CRRSamplerParams

  75. def setParent(parent: Estimator[CRRSamplerModel]): CRRSamplerModel

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    Definition Classes
    Model

  76. def setRankingPower(value: Double): CRRSamplerModel.this.type

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    Definition Classes
    CRRSamplerParams

  77. def setShufflerToPartitions(value: Int): CRRSamplerModel.this.type

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    Definition Classes
    CRRSamplerParams

  78. val shuffleToPartitions: IntParam

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    Definition Classes
    CRRSamplerParams

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

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    Definition Classes
    AnyRef

  80. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  81. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    CRRSamplerModel → Transformer

  82. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  83. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  84. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CRRSamplerModel → PipelineStage
    Annotations
    @DeveloperApi()

  85. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  86. val uid: String

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    Definition Classes
    CRRSamplerModel → Identifiable

  87. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  90. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from HasNetlibBlas

Inherited from CRRSamplerParams

Inherited from HasLabelCol

Inherited from HasGroupByColumns

Inherited from HasInputCol

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[CRRSamplerModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped