Class/Object

org.apache.spark.ml.mleap.feature

ImputerModel

Related Docs: object ImputerModel | package feature

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class ImputerModel extends Model[ImputerModel] with ImputerParams with MLWritable

:: Experimental :: Model fitted by Imputer.

Annotations
@Experimental()
Linear Supertypes
MLWritable, ImputerParams, HasOutputCol, HasInputCol, Model[ImputerModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. ImputerModel
  2. MLWritable
  3. ImputerParams
  4. HasOutputCol
  5. HasInputCol
  6. Model
  7. Transformer
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
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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. final def asInstanceOf[T0]: T0

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

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    Definition Classes
    Params
  7. def clone(): AnyRef

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    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  8. def copy(extra: ParamMap): ImputerModel

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

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

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    Attributes
    protected
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    Params
  11. final def eq(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    Params
  14. def explainParams(): String

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

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

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    Definition Classes
    Params
  17. def finalize(): Unit

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

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

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    Definition Classes
    AnyRef → Any
  20. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  21. final def getInputCol: String

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    Definition Classes
    HasInputCol
  22. def getMissingValue: Double

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    Definition Classes
    ImputerParams
  23. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  24. final def getOutputCol: String

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

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    Definition Classes
    Params
  26. def getStrategy: String

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    Definition Classes
    ImputerParams
  27. final def hasDefault[T](param: Param[T]): Boolean

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    Params
  28. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  29. def hasParent: Boolean

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    Definition Classes
    Model
  30. def hashCode(): Int

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

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

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    Attributes
    protected
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    Logging
  33. final val inputCol: Param[String]

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    Definition Classes
    HasInputCol
  34. final def isDefined(param: Param[_]): Boolean

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

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

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    Definition Classes
    Params
  37. def isTraceEnabled(): Boolean

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    Logging
  38. def log: Logger

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    Logging
  39. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  40. def logDebug(msg: ⇒ String): Unit

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    Logging
  41. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  42. def logError(msg: ⇒ String): Unit

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    Logging
  43. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  44. def logInfo(msg: ⇒ String): Unit

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    Logging
  45. def logName: String

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    protected
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    Logging
  46. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  47. def logTrace(msg: ⇒ String): Unit

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    protected
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    Logging
  48. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Logging
  49. def logWarning(msg: ⇒ String): Unit

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    protected
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    Logging
  50. val missingValue: DoubleParam

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    The placeholder for the missing values.

    The placeholder for the missing values. All occurrences of missingValue will be imputed. Note that null values are always treated as missing. Default: Double.NaN

    Definition Classes
    ImputerParams
  51. final def ne(arg0: AnyRef): Boolean

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

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

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    Definition Classes
    AnyRef
  54. final val outputCol: Param[String]

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

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    Definition Classes
    Params
  56. var parent: Estimator[ImputerModel]

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

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

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  59. final def set(param: String, value: Any): ImputerModel.this.type

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  60. final def set[T](param: Param[T], value: T): ImputerModel.this.type

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  61. final def setDefault(paramPairs: ParamPair[_]*): ImputerModel.this.type

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    Params
  62. final def setDefault[T](param: Param[T], value: T): ImputerModel.this.type

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  63. def setInputCol(value: String): ImputerModel.this.type

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  64. def setMissingValue(value: Double): ImputerModel.this.type

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    @Since( "2.1.0" )
  65. def setOutputCol(value: String): ImputerModel.this.type

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  66. def setParent(parent: Estimator[ImputerModel]): ImputerModel

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    Definition Classes
    Model
  67. def setStrategy(value: String): ImputerModel.this.type

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    @Since( "2.1.0" )
  68. val strategy: Param[String]

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    The imputation strategy.

    The imputation strategy. If "mean", then replace missing values using the mean value of the feature. If "median", then replace missing values using the approximate median value of the feature. Default: mean

    Definition Classes
    ImputerParams
  69. val surrogateValue: Double

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    value to replace missing values with

  70. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  71. def toString(): String

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

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

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

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

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    Definition Classes
    ImputerModel → PipelineStage
  76. def transformSchema(schema: StructType, logging: Boolean): StructType

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    PipelineStage
    Annotations
    @DeveloperApi()
  77. val uid: String

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    Definition Classes
    ImputerModel → Identifiable
  78. def validateAndTransformSchema(schema: StructType): StructType

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    Validates and transforms the input schema.

    Validates and transforms the input schema.

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    protected
    Definition Classes
    ImputerParams
  79. final def wait(): Unit

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    @throws( ... )
  80. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  81. final def wait(arg0: Long): Unit

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    @throws( ... )
  82. def write: MLWriter

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    Definition Classes
    ImputerModel → MLWritable
    Annotations
    @Since( "2.1.0" )

Inherited from MLWritable

Inherited from ImputerParams

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Model[ImputerModel]

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