Packages

class ConditionalKNN extends Estimator[ConditionalKNNModel] with ConditionalKNNParams with DefaultParamsWritable with OptimizedCKNNFitting with BasicLogging

Linear Supertypes
OptimizedCKNNFitting, BasicLogging, DefaultParamsWritable, MLWritable, ConditionalKNNParams, HasLabelCol, KNNParams, HasOutputCol, Wrappable, RWrappable, PythonWrappable, BaseWrappable, HasFeaturesCol, Estimator[ConditionalKNNModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. ConditionalKNN
  2. OptimizedCKNNFitting
  3. BasicLogging
  4. DefaultParamsWritable
  5. MLWritable
  6. ConditionalKNNParams
  7. HasLabelCol
  8. KNNParams
  9. HasOutputCol
  10. Wrappable
  11. RWrappable
  12. PythonWrappable
  13. BaseWrappable
  14. HasFeaturesCol
  15. Estimator
  16. PipelineStage
  17. Logging
  18. Params
  19. Serializable
  20. Serializable
  21. Identifiable
  22. AnyRef
  23. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new ConditionalKNN()
  2. new ConditionalKNN(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[_]): ConditionalKNN.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. val conditionerCol: Param[String]
    Definition Classes
    ConditionalKNNParams
  11. def copy(extra: ParamMap): Estimator[ConditionalKNNModel]
    Definition Classes
    ConditionalKNN → Estimator → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  16. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  17. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  18. def explainParams(): String
    Definition Classes
    Params
  19. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  20. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  21. val featuresCol: Param[String]

    The name of the features column

    The name of the features column

    Definition Classes
    HasFeaturesCol
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. def fit(dataset: Dataset[_]): ConditionalKNNModel
    Definition Classes
    ConditionalKNN → Estimator
  24. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[ConditionalKNNModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  25. def fit(dataset: Dataset[_], paramMap: ParamMap): ConditionalKNNModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  26. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): ConditionalKNNModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  27. def fitOptimized(dataset: Dataset[_]): ConditionalKNNModel
    Attributes
    protected
    Definition Classes
    OptimizedCKNNFitting
  28. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  30. def getConditionerCol: String
    Definition Classes
    ConditionalKNNParams
  31. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  32. def getFeaturesCol: String

    Definition Classes
    HasFeaturesCol
  33. def getK: Int
    Definition Classes
    KNNParams
  34. def getLabelCol: String

    Definition Classes
    HasLabelCol
  35. def getLeafSize: Int
    Definition Classes
    KNNParams
  36. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  37. def getOutputCol: String

    Definition Classes
    HasOutputCol
  38. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  39. def getValuesCol: String
    Definition Classes
    KNNParams
  40. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  41. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  42. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  43. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  44. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  45. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  46. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  47. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  48. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  49. val k: IntParam
    Definition Classes
    KNNParams
  50. val labelCol: Param[String]

    The name of the label column

    The name of the label column

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

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  78. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  79. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  80. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  85. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  86. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  98. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  100. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  101. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  102. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  103. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  104. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  105. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  106. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  107. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  108. final def set(paramPair: ParamPair[_]): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  109. final def set(param: String, value: Any): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  110. final def set[T](param: Param[T], value: T): ConditionalKNN.this.type
    Definition Classes
    Params
  111. def setConditionerCol(v: String): ConditionalKNN.this.type
    Definition Classes
    ConditionalKNNParams
  112. final def setDefault(paramPairs: ParamPair[_]*): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  113. final def setDefault[T](param: Param[T], value: T): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  114. def setFeaturesCol(value: String): ConditionalKNN.this.type

    Definition Classes
    HasFeaturesCol
  115. def setK(v: Int): ConditionalKNN.this.type
    Definition Classes
    KNNParams
  116. def setLabelCol(value: String): ConditionalKNN.this.type

    Definition Classes
    HasLabelCol
  117. def setLeafSize(v: Int): ConditionalKNN.this.type
    Definition Classes
    KNNParams
  118. def setOutputCol(value: String): ConditionalKNN.this.type

    Definition Classes
    HasOutputCol
  119. def setValuesCol(v: String): ConditionalKNN.this.type
    Definition Classes
    KNNParams
  120. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  121. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  122. def transformSchema(schema: StructType): StructType
    Definition Classes
    ConditionalKNN → PipelineStage
  123. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  124. val uid: String
    Definition Classes
    ConditionalKNN → BasicLogging → Identifiable
  125. val valuesCol: Param[String]
    Definition Classes
    KNNParams
  126. val ver: String
    Definition Classes
    BasicLogging
  127. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  128. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  129. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  130. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from OptimizedCKNNFitting

Inherited from BasicLogging

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from ConditionalKNNParams

Inherited from HasLabelCol

Inherited from KNNParams

Inherited from HasOutputCol

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from HasFeaturesCol

Inherited from Estimator[ConditionalKNNModel]

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