Packages

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

Linear Supertypes
OptimizedCKNNFitting, SynapseMLLogging, DefaultParamsWritable, MLWritable, ConditionalKNNParams, HasLabelCol, KNNParams, HasOutputCol, Wrappable, DotnetWrappable, 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. SynapseMLLogging
  4. DefaultParamsWritable
  5. MLWritable
  6. ConditionalKNNParams
  7. HasLabelCol
  8. KNNParams
  9. HasOutputCol
  10. Wrappable
  11. DotnetWrappable
  12. RWrappable
  13. PythonWrappable
  14. BaseWrappable
  15. HasFeaturesCol
  16. Estimator
  17. PipelineStage
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. 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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  16. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  17. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  34. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  35. def explainParams(): String
    Definition Classes
    Params
  36. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  37. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  38. val featuresCol: Param[String]

    The name of the features column

    The name of the features column

    Definition Classes
    HasFeaturesCol
  39. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  40. def fit(dataset: Dataset[_]): ConditionalKNNModel
    Definition Classes
    ConditionalKNN → Estimator
  41. def fit(dataset: Dataset[_], paramMaps: Seq[ParamMap]): Seq[ConditionalKNNModel]
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  42. def fit(dataset: Dataset[_], paramMap: ParamMap): ConditionalKNNModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  43. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): ConditionalKNNModel
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  44. def fitOptimized(dataset: Dataset[_]): ConditionalKNNModel
    Attributes
    protected
    Definition Classes
    OptimizedCKNNFitting
  45. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  46. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  47. def getConditionerCol: String
    Definition Classes
    ConditionalKNNParams
  48. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  49. def getFeaturesCol: String

    Definition Classes
    HasFeaturesCol
  50. def getK: Int
    Definition Classes
    KNNParams
  51. def getLabelCol: String

    Definition Classes
    HasLabelCol
  52. def getLeafSize: Int
    Definition Classes
    KNNParams
  53. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  54. def getOutputCol: String

    Definition Classes
    HasOutputCol
  55. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  56. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  57. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  58. def getValuesCol: String
    Definition Classes
    KNNParams
  59. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  60. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  61. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  62. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  63. def initializeLogIfNecessary(isInterpreter: Boolean): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  65. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  66. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  67. def isTraceEnabled(): Boolean
    Attributes
    protected
    Definition Classes
    Logging
  68. val k: IntParam
    Definition Classes
    KNNParams
  69. val labelCol: Param[String]

    The name of the label column

    The name of the label column

    Definition Classes
    HasLabelCol
  70. val leafSize: IntParam
    Definition Classes
    KNNParams
  71. def log: Logger
    Attributes
    protected
    Definition Classes
    Logging
  72. def logBase(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  73. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  74. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  75. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  76. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  77. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  78. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  79. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  80. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  81. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  82. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  83. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  84. def logTrace(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  85. def logTrace(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  86. def logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  87. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  88. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  89. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  90. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  91. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  92. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  93. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  94. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  95. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  96. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  97. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  98. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  99. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  100. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  101. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  102. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  103. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  104. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  105. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  106. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  107. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  108. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  109. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  110. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  111. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  112. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  113. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  114. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  115. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  116. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  117. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  118. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  119. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  120. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  121. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  122. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  123. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  124. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  125. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  126. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  127. final def set(paramPair: ParamPair[_]): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  128. final def set(param: String, value: Any): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  129. final def set[T](param: Param[T], value: T): ConditionalKNN.this.type
    Definition Classes
    Params
  130. def setConditionerCol(v: String): ConditionalKNN.this.type
    Definition Classes
    ConditionalKNNParams
  131. final def setDefault(paramPairs: ParamPair[_]*): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  132. final def setDefault[T](param: Param[T], value: T): ConditionalKNN.this.type
    Attributes
    protected
    Definition Classes
    Params
  133. def setFeaturesCol(value: String): ConditionalKNN.this.type

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

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

    Definition Classes
    HasOutputCol
  138. def setValuesCol(v: String): ConditionalKNN.this.type
    Definition Classes
    KNNParams
  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 transformSchema(schema: StructType): StructType
    Definition Classes
    ConditionalKNN → PipelineStage
  143. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  144. val uid: String
    Definition Classes
    ConditionalKNN → SynapseMLLogging → Identifiable
  145. val valuesCol: Param[String]
    Definition Classes
    KNNParams
  146. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  147. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  148. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  149. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from OptimizedCKNNFitting

Inherited from SynapseMLLogging

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from ConditionalKNNParams

Inherited from HasLabelCol

Inherited from KNNParams

Inherited from HasOutputCol

Inherited from Wrappable

Inherited from DotnetWrappable

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