class EnsembleByKey extends Transformer with Wrappable with DefaultParamsWritable with BasicLogging

Linear Supertypes
BasicLogging, DefaultParamsWritable, MLWritable, Wrappable, DotnetWrappable, 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. DotnetWrappable
  7. RWrappable
  8. PythonWrappable
  9. BaseWrappable
  10. Transformer
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. 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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  19. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  34. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  35. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  36. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  37. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  38. def explainParams(): String
    Definition Classes
    Params
  39. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  40. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  41. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  42. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  43. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  44. def getColNames: Array[String]
  45. def getCollapseGroup: Boolean
  46. def getCols: Array[String]
  47. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  48. def getKeys: Array[String]
  49. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  50. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  51. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  52. def getStrategy: String
  53. def getVectorDims: Map[String, Int]
  54. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  55. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  56. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  57. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  58. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  60. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  61. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  62. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  63. val keys: StringArrayParam
  64. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  65. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  66. def logClass(): Unit
    Definition Classes
    BasicLogging
  67. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  68. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  69. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  72. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  73. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  74. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  75. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  76. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  77. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  80. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  81. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  82. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  84. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  85. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  86. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  87. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  88. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  89. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  90. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  91. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  92. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  98. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  99. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  105. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  111. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  112. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  113. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  114. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  115. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  116. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  117. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  118. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  119. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  120. final def set(paramPair: ParamPair[_]): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  121. final def set(param: String, value: Any): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  122. final def set[T](param: Param[T], value: T): EnsembleByKey.this.type
    Definition Classes
    Params
  123. def setCol(value: String): EnsembleByKey.this.type
  124. def setColName(value: String): EnsembleByKey.this.type
  125. def setColNames(arr: String*): EnsembleByKey.this.type
  126. def setColNames(arr: Array[String]): EnsembleByKey.this.type
  127. def setCollapseGroup(value: Boolean): EnsembleByKey.this.type
  128. def setCols(arr: String*): EnsembleByKey.this.type
  129. def setCols(arr: Array[String]): EnsembleByKey.this.type
  130. final def setDefault(paramPairs: ParamPair[_]*): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  131. final def setDefault[T](param: Param[T], value: T): EnsembleByKey.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. def setKey(value: String): EnsembleByKey.this.type
  133. def setKeys(arr: String*): EnsembleByKey.this.type
  134. def setKeys(arr: Array[String]): EnsembleByKey.this.type
  135. def setStrategy(value: String): EnsembleByKey.this.type
  136. def setVectorDims(value: HashMap[String, Int]): EnsembleByKey.this.type
  137. def setVectorDims(value: Map[String, Int]): EnsembleByKey.this.type
  138. val strategy: Param[String]
  139. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  140. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  141. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  142. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    EnsembleByKey → Transformer
  143. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  144. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  145. def transformSchema(schema: StructType): StructType
    Definition Classes
    EnsembleByKey → PipelineStage
  146. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  147. val uid: String
    Definition Classes
    EnsembleByKey → BasicLogging → Identifiable
  148. val vectorDims: StringIntMapParam
  149. val ver: String
    Definition Classes
    BasicLogging
  150. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  151. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  152. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  153. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from DotnetWrappable

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