class EnsembleByKey extends Transformer with Wrappable with DefaultParamsWritable with BasicLogging

Linear Supertypes
BasicLogging, DefaultParamsWritable, MLWritable, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. EnsembleByKey
  2. BasicLogging
  3. DefaultParamsWritable
  4. MLWritable
  5. Wrappable
  6. RWrappable
  7. PythonWrappable
  8. BaseWrappable
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new EnsembleByKey()
  2. new EnsembleByKey(uid: String)

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. val allowedStrategies: Set[String]
  6. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): EnsembleByKey.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. val colNames: StringArrayParam
  11. val collapseGroup: BooleanParam
  12. val cols: StringArrayParam
  13. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. def copy(extra: ParamMap): EnsembleByKey.this.type
    Definition Classes
    EnsembleByKey → Transformer → PipelineStage → Params
  15. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  16. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  17. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  18. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  19. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  20. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  21. def explainParams(): String
    Definition Classes
    Params
  22. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  23. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  24. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  25. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. def getColNames: Array[String]
  28. def getCollapseGroup: Boolean
  29. def getCols: Array[String]
  30. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  31. def getKeys: Array[String]
  32. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  33. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  34. def getStrategy: String
  35. def getVectorDims: Map[String, Int]
  36. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  37. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  38. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  39. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  40. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  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 keys: StringArrayParam
  46. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  47. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  48. def logClass(): Unit
    Definition Classes
    BasicLogging
  49. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  53. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  54. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  55. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  56. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  57. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  58. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  59. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  61. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  62. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  63. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  64. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  66. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  67. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  68. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  69. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  70. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  71. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  72. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  73. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  74. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  78. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  79. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  92. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  93. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  94. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  95. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  96. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  97. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  98. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  100. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  101. final def set(paramPair: ParamPair[_]): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  102. final def set(param: String, value: Any): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  103. final def set[T](param: Param[T], value: T): EnsembleByKey.this.type
    Definition Classes
    Params
  104. def setCol(value: String): EnsembleByKey.this.type
  105. def setColName(value: String): EnsembleByKey.this.type
  106. def setColNames(arr: String*): EnsembleByKey.this.type
  107. def setColNames(arr: Array[String]): EnsembleByKey.this.type
  108. def setCollapseGroup(value: Boolean): EnsembleByKey.this.type
  109. def setCols(arr: String*): EnsembleByKey.this.type
  110. def setCols(arr: Array[String]): EnsembleByKey.this.type
  111. final def setDefault(paramPairs: ParamPair[_]*): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  112. final def setDefault[T](param: Param[T], value: T): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  113. def setKey(value: String): EnsembleByKey.this.type
  114. def setKeys(arr: String*): EnsembleByKey.this.type
  115. def setKeys(arr: Array[String]): EnsembleByKey.this.type
  116. def setStrategy(value: String): EnsembleByKey.this.type
  117. def setVectorDims(value: Map[String, Int]): EnsembleByKey.this.type
  118. val strategy: Param[String]
  119. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  120. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  121. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    EnsembleByKey → Transformer
  122. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  123. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  124. def transformSchema(schema: StructType): StructType
    Definition Classes
    EnsembleByKey → PipelineStage
  125. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  126. val uid: String
    Definition Classes
    EnsembleByKey → BasicLogging → Identifiable
  127. val vectorDims: MapParam[String, Int]
  128. val ver: String
    Definition Classes
    BasicLogging
  129. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  130. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  131. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  132. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

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