Class/Object

com.microsoft.ml.spark.nn

ConditionalKNNModel

Related Docs: object ConditionalKNNModel | package nn

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class ConditionalKNNModel extends Model[ConditionalKNNModel] with ComplexParamsWritable with ConditionalKNNParams

Linear Supertypes
ConditionalKNNParams, HasLabelCol, KNNParams, HasOutputCol, Wrappable, HasAdditionalPythonMethods, HasFeaturesCol, ComplexParamsWritable, MLWritable, Model[ConditionalKNNModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. ConditionalKNNModel
  2. ConditionalKNNParams
  3. HasLabelCol
  4. KNNParams
  5. HasOutputCol
  6. Wrappable
  7. HasAdditionalPythonMethods
  8. HasFeaturesCol
  9. ComplexParamsWritable
  10. MLWritable
  11. Model
  12. Transformer
  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 ConditionalKNNModel()

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  2. new ConditionalKNNModel(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. val ballTree: ConditionalBallTreeParam

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  8. final def clear(param: Param[_]): ConditionalKNNModel.this.type

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    Definition Classes
    Params
  9. def clone(): AnyRef

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

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    Definition Classes
    ConditionalKNNParams
  11. def copy(extra: ParamMap): ConditionalKNNModel

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    Definition Classes
    ConditionalKNNModel → Model → Transformer → PipelineStage → Params
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T

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

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

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

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

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    Definition Classes
    Params
  17. def explainParams(): String

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

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

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

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    The name of the features column

    The name of the features column

    Definition Classes
    HasFeaturesCol
  21. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  22. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  23. def getBallTree: ConditionalBallTree[_, _]

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  24. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  25. def getConditionerCol: String

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

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    Definition Classes
    Params
  27. def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol
  28. def getK: Int

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    Definition Classes
    KNNParams
  29. def getLabelCol: String

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    Definition Classes
    HasLabelCol
  30. def getLeafSize: Int

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

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    Definition Classes
    Params
  32. def getOutputCol: String

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

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    Definition Classes
    Params
  34. def getValuesCol: String

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

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

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    Definition Classes
    Params
  37. def hasParent: Boolean

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    Definition Classes
    Model
  38. def hashCode(): Int

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

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

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

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

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

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    Definition Classes
    Params
  44. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  45. val k: IntParam

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

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    The name of the label column

    The name of the label column

    Definition Classes
    HasLabelCol
  47. val leafSize: IntParam

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    Definition Classes
    KNNParams
  48. def log: Logger

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

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

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

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

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

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

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    Attributes
    protected
    Definition Classes
    Logging
  55. def logName: String

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

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

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

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

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

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

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

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

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    The name of the output column

    The name of the output column

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

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    Definition Classes
    Params
  65. var parent: Estimator[ConditionalKNNModel]

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    Definition Classes
    Model
  66. def save(path: String): Unit

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

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

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

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    Definition Classes
    Params
  70. def setBallTree(v: ConditionalBallTree[_, _]): ConditionalKNNModel.this.type

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  71. def setConditionerCol(v: String): ConditionalKNNModel.this.type

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

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

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

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

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

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

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

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    Definition Classes
    HasOutputCol
  79. def setParent(parent: Estimator[ConditionalKNNModel]): ConditionalKNNModel

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    Definition Classes
    Model
  80. def setValuesCol(v: String): ConditionalKNNModel.this.type

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

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    Definition Classes
    AnyRef
  82. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  83. def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    ConditionalKNNModel → Transformer
  84. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  85. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  86. def transformSchema(schema: StructType): StructType

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    Definition Classes
    ConditionalKNNModel → PipelineStage
  87. def transformSchema(schema: StructType, logging: Boolean): StructType

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

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    Definition Classes
    ConditionalKNNModel → Identifiable
  89. val valuesCol: Param[String]

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

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

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

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

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    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ConditionalKNNParams

Inherited from HasLabelCol

Inherited from KNNParams

Inherited from HasOutputCol

Inherited from Wrappable

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