Packages

class ConditionalKNNModel extends Model[ConditionalKNNModel] with ComplexParamsWritable with ConditionalKNNParams with SynapseMLLogging

Linear Supertypes
SynapseMLLogging, ConditionalKNNParams, HasLabelCol, KNNParams, HasOutputCol, Wrappable, RWrappable, PythonWrappable, BaseWrappable, HasFeaturesCol, ComplexParamsWritable, MLWritable, Model[ConditionalKNNModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  2. By Inheritance
Inherited
  1. ConditionalKNNModel
  2. SynapseMLLogging
  3. ConditionalKNNParams
  4. HasLabelCol
  5. KNNParams
  6. HasOutputCol
  7. Wrappable
  8. RWrappable
  9. PythonWrappable
  10. BaseWrappable
  11. HasFeaturesCol
  12. ComplexParamsWritable
  13. MLWritable
  14. Model
  15. Transformer
  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 ConditionalKNNModel()
  2. new ConditionalKNNModel(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. val ballTree: ConditionalBallTreeParam
  7. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  8. final def clear(param: Param[_]): ConditionalKNNModel.this.type
    Definition Classes
    Params
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  10. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  11. val conditionerCol: Param[String]
    Definition Classes
    ConditionalKNNParams
  12. def copy(extra: ParamMap): ConditionalKNNModel
    Definition Classes
    ConditionalKNNModel → Model → Transformer → PipelineStage → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  14. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  15. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  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. val featuresCol: Param[String]

    The name of the features column

    The name of the features column

    Definition Classes
    HasFeaturesCol
  23. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  24. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  25. def getBallTree: ConditionalBallTree[_, _]
  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. def getConditionerCol: String
    Definition Classes
    ConditionalKNNParams
  28. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  29. def getFeaturesCol: String

    Definition Classes
    HasFeaturesCol
  30. def getK: Int
    Definition Classes
    KNNParams
  31. def getLabelCol: String

    Definition Classes
    HasLabelCol
  32. def getLeafSize: Int
    Definition Classes
    KNNParams
  33. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  34. def getOutputCol: String

    Definition Classes
    HasOutputCol
  35. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  36. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  37. def getPayload(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], exception: Option[Exception]): Map[String, String]
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  38. def getValuesCol: String
    Definition Classes
    KNNParams
  39. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  40. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  41. def hasParent: Boolean
    Definition Classes
    Model
  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(info: Map[String, String], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  54. def logBase(methodName: String, numCols: Option[Int], executionSeconds: Option[Double], featureName: Option[String]): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  55. def logClass(featureName: String): Unit
    Definition Classes
    SynapseMLLogging
  56. def logDebug(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  57. def logDebug(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  58. def logError(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  59. def logError(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  60. def logErrorBase(methodName: String, e: Exception): Unit
    Attributes
    protected
    Definition Classes
    SynapseMLLogging
  61. def logFit[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  62. def logInfo(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  63. def logInfo(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  64. def logName: String
    Attributes
    protected
    Definition Classes
    Logging
  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 logTransform[T](f: ⇒ T, columns: Int): T
    Definition Classes
    SynapseMLLogging
  68. def logVerb[T](verb: String, f: ⇒ T, columns: Option[Int] = None): T
    Definition Classes
    SynapseMLLogging
  69. def logWarning(msg: ⇒ String, throwable: Throwable): Unit
    Attributes
    protected
    Definition Classes
    Logging
  70. def logWarning(msg: ⇒ String): Unit
    Attributes
    protected
    Definition Classes
    Logging
  71. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  72. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  73. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  74. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  75. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  76. val outputCol: Param[String]

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  77. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  78. var parent: Estimator[ConditionalKNNModel]
    Definition Classes
    Model
  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[_]): ConditionalKNNModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  109. final def set(param: String, value: Any): ConditionalKNNModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  110. final def set[T](param: Param[T], value: T): ConditionalKNNModel.this.type
    Definition Classes
    Params
  111. def setBallTree(v: ConditionalBallTree[_, _]): ConditionalKNNModel.this.type
  112. def setConditionerCol(v: String): ConditionalKNNModel.this.type
    Definition Classes
    ConditionalKNNParams
  113. final def setDefault(paramPairs: ParamPair[_]*): ConditionalKNNModel.this.type
    Attributes
    protected
    Definition Classes
    Params
  114. final def setDefault[T](param: Param[T], value: T): ConditionalKNNModel.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  115. def setFeaturesCol(value: String): ConditionalKNNModel.this.type

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

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

    Definition Classes
    HasOutputCol
  120. def setParent(parent: Estimator[ConditionalKNNModel]): ConditionalKNNModel
    Definition Classes
    Model
  121. def setValuesCol(v: String): ConditionalKNNModel.this.type
    Definition Classes
    KNNParams
  122. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  123. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  124. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  125. def transform(dataset: Dataset[_]): DataFrame
    Definition Classes
    ConditionalKNNModel → Transformer
  126. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  127. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  128. def transformSchema(schema: StructType): StructType
    Definition Classes
    ConditionalKNNModel → PipelineStage
  129. def transformSchema(schema: StructType, logging: Boolean): StructType
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  130. val uid: String
    Definition Classes
    ConditionalKNNModel → SynapseMLLogging → Identifiable
  131. val valuesCol: Param[String]
    Definition Classes
    KNNParams
  132. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  133. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  134. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  135. def write: MLWriter
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from SynapseMLLogging

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 ComplexParamsWritable

Inherited from MLWritable

Inherited from Model[ConditionalKNNModel]

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