org.apache.spark.ml.odkl

NaNToMeanReplacerEstimator

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
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Instance Constructors

  1. new NaNToMeanReplacerEstimator()

  2. new NaNToMeanReplacerEstimator(uid: String)

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def $[T](param: Param[T]): T

    Attributes
    protected
    Definition Classes
    Params

  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  6. final def ==(arg0: Any): Boolean

    Definition Classes
    Any

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

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

    Definition Classes
    Params

  9. def clone(): AnyRef

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

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

    Definition Classes
    NaNToMeanReplacerEstimator → Estimator → PipelineStage → Params

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

  12. final def defaultCopy[T <: Params](extra: ParamMap): T

    Attributes
    protected
    Definition Classes
    Params

  13. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  15. def explainParam(param: Param[_]): String

    Definition Classes
    Params

  16. def explainParams(): String

    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Definition Classes
    Params

  18. final def extractParamMap(extra: ParamMap): ParamMap

    Definition Classes
    Params

  19. def finalize(): Unit

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

  20. def fit(dataset: DataFrame): NaNToMeanReplacerModel

    Definition Classes
    NaNToMeanReplacerEstimator → Estimator

  21. def fit(dataset: DataFrame, paramMaps: Array[ParamMap]): Seq[NaNToMeanReplacerModel]

    Definition Classes
    Estimator

  22. def fit(dataset: DataFrame, paramMap: ParamMap): NaNToMeanReplacerModel

    Definition Classes
    Estimator

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

    Definition Classes
    Estimator
    Annotations
    @varargs()

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  27. final def getInputCol: String

    Definition Classes
    HasInputCol

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

    Definition Classes
    Params

  29. final def getOutputCol: String

    Definition Classes
    HasOutputCol

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

    Definition Classes
    Params

  31. final val groupByColumn: Param[String]

    Definition Classes
    NaNToMeanReplacerParams

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

    Definition Classes
    Params

  33. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  34. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  35. final val inputCol: Param[String]

    Definition Classes
    HasInputCol

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

    Definition Classes
    Params

  37. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  39. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  40. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  47. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  52. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

  53. final def notify(): Unit

    Definition Classes
    AnyRef

  54. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  55. final val outputCol: Param[String]

    Definition Classes
    HasOutputCol

  56. lazy val params: Array[Param[_]]

    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    NaNToMeanReplacerParams

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

    Definition Classes
    NaNToMeanReplacerParams

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

    Definition Classes
    NaNToMeanReplacerParams

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

    Definition Classes
    AnyRef

  66. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  67. def transformSchema(schema: StructType): StructType

    Definition Classes
    NaNToMeanReplacerEstimator → PipelineStage
    Annotations
    @DeveloperApi()

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  69. val uid: String

    Definition Classes
    NaNToMeanReplacerEstimator → Identifiable

  70. def validateParams(): Unit

    Definition Classes
    Params

  71. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @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