Class/Object

com.microsoft.ml.spark.stages

EnsembleByKey

Related Docs: object EnsembleByKey | package stages

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class EnsembleByKey extends Transformer with Wrappable with DefaultParamsWritable

Linear Supertypes
DefaultParamsWritable, MLWritable, Wrappable, HasAdditionalPythonMethods, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. EnsembleByKey
  2. DefaultParamsWritable
  3. MLWritable
  4. Wrappable
  5. HasAdditionalPythonMethods
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. 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. def additionalPythonMethods(): String

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    Definition Classes
    HasAdditionalPythonMethods

  6. val allowedStrategies: Set[String]

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  7. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. val colNames: StringArrayParam

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  11. val collapseGroup: BooleanParam

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  12. val cols: StringArrayParam

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

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    Definition Classes
    EnsembleByKey → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  22. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

  25. def getColNames: Array[String]

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  26. def getCollapseGroup: Boolean

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  27. def getCols: Array[String]

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

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    Definition Classes
    Params

  29. def getKeys: Array[String]

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  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. def getStrategy: String

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  33. def getVectorDims: Map[String, Int]

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  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 hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  38. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  40. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  42. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  43. val keys: StringArrayParam

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  44. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  51. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  57. final def notify(): Unit

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    Definition Classes
    AnyRef

  58. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  60. def save(path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
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    Params

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

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    Definition Classes
    Params

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

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

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

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

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

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

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

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

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

  73. def setKey(value: String): EnsembleByKey.this.type

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

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

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

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

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  78. val strategy: Param[String]

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  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
    EnsembleByKey → 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
    EnsembleByKey → PipelineStage

  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
    EnsembleByKey → Identifiable

  87. val vectorDims: MapParam[String, Int]

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  88. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  91. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from HasAdditionalPythonMethods

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