Packages

class ValueIndexerModel extends Model[ValueIndexerModel] with ValueIndexerParams with ComplexParamsWritable with BasicLogging

Model produced by ValueIndexer.

Linear Supertypes
BasicLogging, ComplexParamsWritable, ValueIndexerParams, HasOutputCol, HasInputCol, DefaultParamsWritable, MLWritable, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Model[ValueIndexerModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. ValueIndexerModel
  2. BasicLogging
  3. ComplexParamsWritable
  4. ValueIndexerParams
  5. HasOutputCol
  6. HasInputCol
  7. DefaultParamsWritable
  8. MLWritable
  9. Wrappable
  10. RWrappable
  11. PythonWrappable
  12. BaseWrappable
  13. Model
  14. Transformer
  15. PipelineStage
  16. Logging
  17. Params
  18. Serializable
  19. Serializable
  20. Identifiable
  21. AnyRef
  22. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ValueIndexerModel()
  2. new ValueIndexerModel(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. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  7. final def clear(param: Param[_]): ValueIndexerModel.this.type
    Definition Classes
    Params
  8. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  9. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  10. def copy(extra: ParamMap): ValueIndexerModel
    Definition Classes
    ValueIndexerModel → Model → Transformer → PipelineStage → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  12. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  13. val dataType: Param[String]

    The datatype of the levels as a jason string

  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. val emptyLevels: Array[Any]
  16. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  25. def getDataType: DataType

  26. def getDataTypeStr: String

  27. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. def getInputCol: String

    Definition Classes
    HasInputCol
  29. def getLevels: Array[Any]

  30. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  31. def getOutputCol: String

    Definition Classes
    HasOutputCol
  32. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  33. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  34. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  35. def hasParent: Boolean
    Definition Classes
    Model
  36. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  37. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  38. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  39. val inputCol: Param[String]

    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol
  40. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  41. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  42. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  43. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  44. val levels: UntypedArrayParam

    Levels in categorical array

  45. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  46. def logBase(methodName: String): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  47. def logClass(): Unit
    Definition Classes
    BasicLogging
  48. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  49. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  50. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  51. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  52. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    BasicLogging
  53. def logFit[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  54. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  55. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  56. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  57. def logPredict[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  58. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logTrain[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  61. def logTransform[T](f: ⇒ T): T
    Definition Classes
    BasicLogging
  62. def logVerb[T](verb: String, f: ⇒ T): T
    Definition Classes
    BasicLogging
  63. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  65. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  66. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  67. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  68. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  69. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  70. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  71. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  72. var parent: Estimator[ValueIndexerModel]
    Definition Classes
    Model
  73. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  74. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  78. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  80. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  93. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  94. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  95. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  96. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  97. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  98. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  100. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  101. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  102. final def set(paramPair: ParamPair[_]): ValueIndexerModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  103. final def set(param: String, value: Any): ValueIndexerModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  104. final def set[T](param: Param[T], value: T): ValueIndexerModel.this.type
    Definition Classes
    Params
  105. def setDataType(value: DataType): ValueIndexerModel.this.type

  106. def setDataTypeStr(value: String): ValueIndexerModel.this.type

  107. final def setDefault(paramPairs: ParamPair[_]*): ValueIndexerModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  108. final def setDefault[T](param: Param[T], value: T): ValueIndexerModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  109. def setInputCol(value: String): ValueIndexerModel.this.type

    Definition Classes
    HasInputCol
  110. def setLevels(value: Array[_]): ValueIndexerModel.this.type

  111. def setOutputCol(value: String): ValueIndexerModel.this.type

    Definition Classes
    HasOutputCol
  112. def setParent(parent: Estimator[ValueIndexerModel]): ValueIndexerModel
    Definition Classes
    Model
  113. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  114. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  115. def transform(dataset: Dataset[_]): DataFrame

    Transform the input column to categorical

    Transform the input column to categorical

    Definition Classes
    ValueIndexerModel → Transformer
  116. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  117. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  118. def transformSchema(schema: StructType): StructType
    Definition Classes
    ValueIndexerModel → PipelineStage
    Annotations
    @DeveloperApi()
  119. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  120. val uid: String
    Definition Classes
    ValueIndexerModel → BasicLogging → Identifiable
  121. val ver: String
    Definition Classes
    BasicLogging
  122. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  123. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  124. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  125. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from BasicLogging

Inherited from ComplexParamsWritable

Inherited from ValueIndexerParams

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Model[ValueIndexerModel]

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

getParam

param

setParam

Ungrouped