Class/Object

com.microsoft.ml.spark.nn

ConditionalKNN

Related Docs: object ConditionalKNN | package nn

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

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

Instance Constructors

  1. new ConditionalKNN()

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  2. new ConditionalKNN(uid: String)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  5. def additionalPythonMethods(): String

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    Definition Classes
    HasAdditionalPythonMethods
  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  7. final def clear(param: Param[_]): ConditionalKNN.this.type

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    Definition Classes
    Params
  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. val conditionerCol: Param[String]

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    Definition Classes
    ConditionalKNNParams
  10. def copy(extra: ParamMap): Estimator[ConditionalKNNModel]

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    Definition Classes
    ConditionalKNN → Estimator → PipelineStage → Params
  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  12. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  13. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  14. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  15. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  16. def explainParams(): String

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    Definition Classes
    Params
  17. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  18. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  19. val featuresCol: Param[String]

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    The name of the features column

    The name of the features column

    Definition Classes
    HasFeaturesCol
  20. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  21. def fit(dataset: Dataset[_]): ConditionalKNNModel

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    Definition Classes
    ConditionalKNN → Estimator
  22. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[ConditionalKNNModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  23. def fit(dataset: Dataset[_], paramMap: ParamMap): ConditionalKNNModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )
  24. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): ConditionalKNNModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()
  25. def fitOptimized(dataset: Dataset[_]): ConditionalKNNModel

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    Attributes
    protected
    Definition Classes
    OptimizedCKNNFitting
  26. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  27. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  28. def getConditionerCol: String

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    Definition Classes
    ConditionalKNNParams
  29. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  30. def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol
  31. def getK: Int

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    Definition Classes
    KNNParams
  32. def getLabelCol: String

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    Definition Classes
    HasLabelCol
  33. def getLeafSize: Int

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    Definition Classes
    KNNParams
  34. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  35. def getOutputCol: String

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    Definition Classes
    HasOutputCol
  36. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  37. def getValuesCol: String

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    Definition Classes
    KNNParams
  38. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  39. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  40. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  41. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  42. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  43. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  44. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  45. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  46. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  47. val k: IntParam

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    Definition Classes
    KNNParams
  48. val labelCol: Param[String]

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    The name of the label column

    The name of the label column

    Definition Classes
    HasLabelCol
  49. val leafSize: IntParam

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    Definition Classes
    KNNParams
  50. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  51. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  52. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  53. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  54. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  55. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  56. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  57. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  58. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  59. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  60. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  61. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  62. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  63. final def notify(): Unit

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    Definition Classes
    AnyRef
  64. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  65. val outputCol: Param[String]

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    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol
  66. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  67. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  68. final def set(paramPair: ParamPair[_]): ConditionalKNN.this.type

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    Attributes
    protected
    Definition Classes
    Params
  69. final def set(param: String, value: Any): ConditionalKNN.this.type

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    Attributes
    protected
    Definition Classes
    Params
  70. final def set[T](param: Param[T], value: T): ConditionalKNN.this.type

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    Definition Classes
    Params
  71. def setConditionerCol(v: String): ConditionalKNN.this.type

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    Definition Classes
    ConditionalKNNParams
  72. final def setDefault(paramPairs: ParamPair[_]*): ConditionalKNN.this.type

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    Attributes
    protected
    Definition Classes
    Params
  73. final def setDefault[T](param: Param[T], value: T): ConditionalKNN.this.type

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    Attributes
    protected
    Definition Classes
    Params
  74. def setFeaturesCol(value: String): ConditionalKNN.this.type

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    Definition Classes
    HasFeaturesCol
  75. def setK(v: Int): ConditionalKNN.this.type

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    Definition Classes
    KNNParams
  76. def setLabelCol(value: String): ConditionalKNN.this.type

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    Definition Classes
    HasLabelCol
  77. def setLeafSize(v: Int): ConditionalKNN.this.type

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    Definition Classes
    KNNParams
  78. def setOutputCol(value: String): ConditionalKNN.this.type

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    Definition Classes
    HasOutputCol
  79. def setValuesCol(v: String): ConditionalKNN.this.type

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    Definition Classes
    KNNParams
  80. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  81. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  82. def transformSchema(schema: StructType): StructType

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    Definition Classes
    ConditionalKNN → PipelineStage
  83. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  84. val uid: String

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    Definition Classes
    ConditionalKNN → Identifiable
  85. val valuesCol: Param[String]

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    Definition Classes
    KNNParams
  86. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  87. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  88. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  89. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from OptimizedCKNNFitting

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from ConditionalKNNParams

Inherited from HasLabelCol

Inherited from KNNParams

Inherited from HasOutputCol

Inherited from Wrappable

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