Class/Object

com.microsoft.ml.spark

EnsembleByKey

Related Docs: object EnsembleByKey | package spark

Permalink

class EnsembleByKey extends Transformer with MMLParams

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

Instance Constructors

  1. new EnsembleByKey()

    Permalink

  2. new EnsembleByKey(uid: String)

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  5. def BooleanParam(i: Identifiable, name: String, description: String, default: Boolean): BooleanParam

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Wrappable

  18. val allowedStrategies: Set[String]

    Permalink

  19. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  20. def chainedUid(origin: String): String

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Params

  22. def clone(): AnyRef

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

  23. val colNames: StringArrayParam

    Permalink

  24. val collapseGroup: BooleanParam

    Permalink

  25. val cols: StringArrayParam

    Permalink

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

    Permalink
    Definition Classes
    EnsembleByKey → Transformer → PipelineStage → Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  30. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  32. def explainParams(): String

    Permalink
    Definition Classes
    Params

  33. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  35. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef → Any

  38. def getColNames: Array[String]

    Permalink

  39. def getCollapseGroup: Boolean

    Permalink

  40. def getCols: Array[String]

    Permalink

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

    Permalink
    Definition Classes
    Params

  42. def getKeys: Array[String]

    Permalink

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  45. def getStrategy: String

    Permalink

  46. def getVectorDims: Map[String, Int]

    Permalink

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

    Permalink
    Definition Classes
    Params

  48. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  49. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  51. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    Params

  53. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  55. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  56. val keys: StringArrayParam

    Permalink

  57. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  64. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Definition Classes
    AnyRef

  70. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  71. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  72. val paramDomains: Map[String, Seq[String]]

    Permalink
    Definition Classes
    Wrappable

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

    Permalink
    Definition Classes
    Params

  74. def save(path: String): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

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

    Permalink

  92. val strategy: Param[String]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  94. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

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

    Permalink
    Definition Classes
    EnsembleByKey → Transformer

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

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

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

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

  98. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    EnsembleByKey → PipelineStage

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  100. val uid: String

    Permalink
    Definition Classes
    EnsembleByKey → Identifiable

  101. val vectorDims: MapParam[String, Int]

    Permalink

  102. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  105. def write: MLWriter

    Permalink
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from MMLParams

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

Members