Class/Object

com.microsoft.ml.spark

EnsembleByKey

Related Docs: object EnsembleByKey | package spark

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class EnsembleByKey extends Transformer with Wrappable with DefaultParamsWritable

Linear Supertypes
DefaultParamsWritable, MLWritable, Wrappable, Transformer, PipelineStage, org.apache.spark.internal.Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. EnsembleByKey
  2. DefaultParamsWritable
  3. MLWritable
  4. Wrappable
  5. Transformer
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new EnsembleByKey()

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  2. new EnsembleByKey(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. val allowedStrategies: Set[String]

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  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final def clear(param: Param[_]): EnsembleByKey.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. val colNames: StringArrayParam

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  10. val collapseGroup: BooleanParam

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  11. val cols: StringArrayParam

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  12. def copy(extra: ParamMap): EnsembleByKey.this.type

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    Definition Classes
    EnsembleByKey → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  21. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  24. def getColNames: Array[String]

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  25. def getCollapseGroup: Boolean

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  26. def getCols: Array[String]

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

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    Definition Classes
    Params

  28. def getKeys: Array[String]

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. def getStrategy: String

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  32. def getVectorDims: Map[String, Int]

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

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    Definition Classes
    Params

  34. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  35. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  36. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  37. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  39. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  41. def isTraceEnabled(): Boolean

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    Attributes
    protected
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    Logging

  42. val keys: StringArrayParam

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  43. def log: Logger

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    Attributes
    protected
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    Logging

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

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    Attributes
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    Logging

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

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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  50. def logName: String

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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
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    Definition Classes
    Logging

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

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    Attributes
    protected
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    Logging

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

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    Definition Classes
    AnyRef

  56. final def notify(): Unit

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    Definition Classes
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  57. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  59. def save(path: String): Unit

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

  60. final def set(paramPair: ParamPair[_]): EnsembleByKey.this.type

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    Attributes
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    Params

  61. final def set(param: String, value: Any): EnsembleByKey.this.type

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    protected
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  62. final def set[T](param: Param[T], value: T): EnsembleByKey.this.type

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    Definition Classes
    Params

  63. def setCol(value: String): EnsembleByKey.this.type

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  64. def setColName(value: String): EnsembleByKey.this.type

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  65. def setColNames(arr: String*): EnsembleByKey.this.type

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  66. def setColNames(arr: Array[String]): EnsembleByKey.this.type

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  67. def setCollapseGroup(value: Boolean): EnsembleByKey.this.type

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  68. def setCols(arr: String*): EnsembleByKey.this.type

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  69. def setCols(arr: Array[String]): EnsembleByKey.this.type

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

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

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    Attributes
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  72. def setKey(value: String): EnsembleByKey.this.type

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  73. def setKeys(arr: String*): EnsembleByKey.this.type

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  74. def setKeys(arr: Array[String]): EnsembleByKey.this.type

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  75. def setStrategy(value: String): EnsembleByKey.this.type

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  76. def setVectorDims(value: Map[String, Int]): EnsembleByKey.this.type

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  77. val strategy: Param[String]

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

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    Definition Classes
    AnyRef

  79. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    EnsembleByKey → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  83. def transformSchema(schema: StructType): StructType

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    Definition Classes
    EnsembleByKey → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  85. val uid: String

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    Definition Classes
    EnsembleByKey → Identifiable

  86. val vectorDims: MapParam[String, Int]

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  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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    @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 DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from Transformer

Inherited from PipelineStage

Inherited from org.apache.spark.internal.Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

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