Class

org.apache.spark.ml.odkl

NaNToMeanReplacerEstimator

Related Doc: package odkl

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class NaNToMeanReplacerEstimator extends Estimator[NaNToMeanReplacerModel] with NaNToMeanReplacerParams

Estimates mean values ignoring NaN's

Linear Supertypes
NaNToMeanReplacerParams, HasOutputCol, HasInputCol, Estimator[NaNToMeanReplacerModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. NaNToMeanReplacerEstimator
  2. NaNToMeanReplacerParams
  3. HasOutputCol
  4. HasInputCol
  5. Estimator
  6. PipelineStage
  7. Logging
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new NaNToMeanReplacerEstimator()

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  2. new NaNToMeanReplacerEstimator(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. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. final def clear(param: Param[_]): NaNToMeanReplacerEstimator.this.type

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    Definition Classes
    Params

  7. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  8. def copy(extra: ParamMap): Estimator[NaNToMeanReplacerModel]

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    Definition Classes
    NaNToMeanReplacerEstimator → Estimator → 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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    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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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  18. def fit(dataset: Dataset[_]): NaNToMeanReplacerModel

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    Definition Classes
    NaNToMeanReplacerEstimator → Estimator

  19. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[NaNToMeanReplacerModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  20. def fit(dataset: Dataset[_], paramMap: ParamMap): NaNToMeanReplacerModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  21. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): NaNToMeanReplacerModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  22. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

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

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    AnyRef → Any

  24. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  25. final def getInputCol: String

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    Definition Classes
    HasInputCol

  26. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  27. final def getOutputCol: String

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    Definition Classes
    HasOutputCol

  28. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  29. final val groupByColumn: Param[String]

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    Definition Classes
    NaNToMeanReplacerParams

  30. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  31. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  32. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  33. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
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    Logging

  34. final val inputCol: Param[String]

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    Definition Classes
    HasInputCol

  35. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  36. final def isInstanceOf[T0]: Boolean

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  37. final def isSet(param: Param[_]): Boolean

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    Params

  38. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  39. def log: Logger

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    Logging

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

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    Logging

  41. def logDebug(msg: ⇒ String): Unit

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    Logging

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

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    Logging

  43. def logError(msg: ⇒ String): Unit

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    Logging

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

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    Logging

  45. def logInfo(msg: ⇒ String): Unit

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    Logging

  46. def logName: String

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    Logging

  47. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  48. def logTrace(msg: ⇒ String): Unit

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    Logging

  49. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Logging

  50. def logWarning(msg: ⇒ String): Unit

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    protected
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    Logging

  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. final def set(paramPair: ParamPair[_]): NaNToMeanReplacerEstimator.this.type

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  57. final def set(param: String, value: Any): NaNToMeanReplacerEstimator.this.type

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    protected
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    Params

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

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    Definition Classes
    Params

  59. final def setDefault(paramPairs: ParamPair[_]*): NaNToMeanReplacerEstimator.this.type

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    Params

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

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    Params

  61. def setGroupByColumn(column: String): NaNToMeanReplacerEstimator.this.type

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    Definition Classes
    NaNToMeanReplacerParams

  62. def setInputCol(value: String): NaNToMeanReplacerEstimator.this.type

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    Definition Classes
    NaNToMeanReplacerParams

  63. def setOutputCol(value: String): NaNToMeanReplacerEstimator.this.type

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    Definition Classes
    NaNToMeanReplacerParams

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

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    Definition Classes
    AnyRef

  65. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  66. def transformSchema(schema: StructType): StructType

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    Definition Classes
    NaNToMeanReplacerEstimator → PipelineStage
    Annotations
    @DeveloperApi()

  67. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
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    PipelineStage
    Annotations
    @DeveloperApi()

  68. val uid: String

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    Definition Classes
    NaNToMeanReplacerEstimator → Identifiable

  69. final def wait(): Unit

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    AnyRef
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    @throws( ... )

  70. final def wait(arg0: Long, arg1: Int): Unit

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    AnyRef
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    @throws( ... )

  71. final def wait(arg0: Long): Unit

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    @throws( ... )

Inherited from NaNToMeanReplacerParams

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Estimator[NaNToMeanReplacerModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped