org.apache.spark.ml.odkl

CRRSamplerModel

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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Instance Constructors

  1. new CRRSamplerModel()

  2. new CRRSamplerModel(uid: String)

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def $[T](param: Param[T]): T

    Attributes
    protected
    Definition Classes
    Params

  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

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

    Definition Classes
    HasNetlibBlas

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

    Definition Classes
    HasNetlibBlas

  10. def blas: BLAS

    Definition Classes
    HasNetlibBlas

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

    Definition Classes
    Params

  12. def clone(): AnyRef

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

  13. def copy(extra: ParamMap): CRRSamplerModel

    Definition Classes
    CRRSamplerModel → Model → Transformer → PipelineStage → Params

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

    Definition Classes
    HasNetlibBlas

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

    Attributes
    protected
    Definition Classes
    Params

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

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    HasNetlibBlas

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

    Definition Classes
    AnyRef

  20. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  22. def explainParams(): String

    Definition Classes
    Params

  23. final def extractParamMap(): ParamMap

    Definition Classes
    Params

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

    Definition Classes
    Params

  25. def f2jBLAS: BLAS

    Definition Classes
    HasNetlibBlas

  26. def finalize(): Unit

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

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  30. final def getInputCol: String

    Definition Classes
    HasInputCol

  31. final def getLabelCol: String

    Definition Classes
    HasLabelCol

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

    Definition Classes
    Params

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

    Definition Classes
    Params

  34. final val groupByColumns: StringArrayParam

    Definition Classes
    HasGroupByColumns

  35. val groupSampleRate: DoubleParam

    Definition Classes
    CRRSamplerParams

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

    Definition Classes
    Params

  37. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  38. def hasParent: Boolean

    Definition Classes
    Model

  39. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  40. final val inputCol: Param[String]

    Definition Classes
    HasInputCol

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

    Definition Classes
    Params

  42. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  44. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  45. val itemSampleRate: DoubleParam

    Definition Classes
    CRRSamplerParams

  46. final val labelCol: Param[String]

    Definition Classes
    HasLabelCol

  47. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  54. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  60. final def notify(): Unit

    Definition Classes
    AnyRef

  61. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

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

    Definition Classes
    Params

  64. var parent: Estimator[CRRSamplerModel]

    Definition Classes
    Model

  65. val rankingPower: DoubleParam

    Definition Classes
    CRRSamplerParams

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

  67. def save(path: String): Unit

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

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    HasGroupByColumns

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

    Definition Classes
    CRRSamplerParams

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

    Definition Classes
    CRRSamplerParams

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

    Definition Classes
    Model

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

    Definition Classes
    CRRSamplerParams

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

    Definition Classes
    CRRSamplerParams

  79. val shuffleToPartitions: IntParam

    Definition Classes
    CRRSamplerParams

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

    Definition Classes
    AnyRef

  81. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  82. def transform(dataset: DataFrame): DataFrame

    Definition Classes
    CRRSamplerModel → Transformer

  83. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer

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

    Definition Classes
    Transformer
    Annotations
    @varargs()

  85. def transformSchema(schema: StructType): StructType

    Definition Classes
    CRRSamplerModel → PipelineStage
    Annotations
    @DeveloperApi()

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  87. val uid: String

    Definition Classes
    CRRSamplerModel → Identifiable

  88. def validateParams(): Unit

    Definition Classes
    Params

  89. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  92. def write: MLWriter

    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