Class

com.salesforce.op.stages.impl.feature

FillMissingWithMean

Related Doc: package feature

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class FillMissingWithMean[N, I <: OPNumeric[N]] extends UnaryEstimator[I, RealNN]

Fill missing values with mean for any numeric feature

Linear Supertypes
UnaryEstimator[I, RealNN], OpPipelineStage1[I, RealNN], HasIn1, OpPipelineStage[RealNN], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Estimator[UnaryModel[I, RealNN]], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. FillMissingWithMean
  2. UnaryEstimator
  3. OpPipelineStage1
  4. HasIn1
  5. OpPipelineStage
  6. OpPipelineStageBase
  7. MLWritable
  8. OpPipelineStageParams
  9. InputParams
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new FillMissingWithMean(uid: String = UID[FillMissingWithMean[_, _]])(implicit tti: scala.reflect.api.JavaUniverse.TypeTag[I], ttiv: scala.reflect.api.JavaUniverse.TypeTag[Option[N]])

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Type Members

  1. final type InputFeatures = FeatureLike[I]

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    Definition Classes
    OpPipelineStage1 → OpPipelineStage → InputParams

  2. final type OutputFeatures = FeatureLike[RealNN]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

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 checkInputLength(features: Array[_]): Boolean

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    Definition Classes
    OpPipelineStage1 → InputParams

  7. final def checkSerializable: Try[Unit]

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    Definition Classes
    UnaryEstimator → OpPipelineStageBase

  8. final def clear(param: Param[_]): FillMissingWithMean.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. final def copy(extra: ParamMap): FillMissingWithMean.this.type

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    Definition Classes
    OpPipelineStageBase → 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. val defaultValue: DoubleParam

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  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. 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[_]): UnaryModel[I, RealNN]

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    Definition Classes
    UnaryEstimator → Estimator

  22. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[UnaryModel[I, RealNN]]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  23. def fit(dataset: Dataset[_], paramMap: ParamMap): UnaryModel[I, RealNN]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  24. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): UnaryModel[I, RealNN]

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

  25. def fitFn(dataset: Dataset[Option[N]]): UnaryModel[I, RealNN]

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    Definition Classes
    FillMissingWithMean → UnaryEstimator

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

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    Definition Classes
    Params

  29. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

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    Definition Classes
    InputParams

  30. final def getInputFeatures(): Array[OPFeature]

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    Definition Classes
    InputParams

  31. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams

  32. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams

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

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    Definition Classes
    Params

  34. def getOutput(): FeatureLike[RealNN]

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    Definition Classes
    OpPipelineStage1 → OpPipelineStageBase

  35. final def getOutputFeatureName: String

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    Definition Classes
    OpPipelineStage

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

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    Definition Classes
    Params

  37. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Definition Classes
    InputParams

  38. final def getTransientFeatures(): Array[TransientFeature]

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    Definition Classes
    InputParams

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

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    Definition Classes
    Params

  40. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  41. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  42. val iConvert: FeatureTypeSparkConverter[I]

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    Definition Classes
    UnaryEstimator

  43. implicit val iEncoder: Encoder[I.Value]

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    Definition Classes
    UnaryEstimator

  44. final def in1: TransientFeature

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    Attributes
    protected
    Definition Classes
    HasIn1

  45. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  46. final def inputAsArray(in: InputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage1 → InputParams

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

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    Definition Classes
    Params

  48. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  50. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  51. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  58. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  64. final def notify(): Unit

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    Definition Classes
    AnyRef

  65. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  66. def onGetMetadata(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageParams

  67. def onSetInput(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageBase

  68. val operationName: String

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    Definition Classes
    UnaryEstimator → OpPipelineStageBase

  69. final def outputAsArray(out: OutputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

  70. def outputFeatureUid: String

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    Attributes
    protected[com.salesforce.op]
    Definition Classes
    OpPipelineStage1 → OpPipelineStage

  71. def outputIsResponse: Boolean

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    Definition Classes
    OpPipelineStage

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

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    Definition Classes
    Params

  73. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

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

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    Attributes
    protected
    Definition Classes
    Params

  75. final def set(param: String, value: Any): FillMissingWithMean.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  77. final def setDefault(paramPairs: ParamPair[_]*): FillMissingWithMean.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
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    Params

  79. def setDefaultValue(v: Double): FillMissingWithMean.this.type

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  80. final def setInput(features: InputFeatures): FillMissingWithMean.this.type

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    Definition Classes
    OpPipelineStageBase

  81. final def setInputFeatures[S <: OPFeature](features: Array[S]): FillMissingWithMean.this.type

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    Attributes
    protected
    Definition Classes
    InputParams

  82. final def setMetadata(m: Metadata): FillMissingWithMean.this.type

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    Definition Classes
    OpPipelineStageParams

  83. def setOutputFeatureName(name: String): FillMissingWithMean.this.type

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    Definition Classes
    OpPipelineStage

  84. final def stageName: String

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    Definition Classes
    OpPipelineStageBase

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

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    Definition Classes
    AnyRef

  86. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  87. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    OpPipelineStageBase

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  89. implicit val tti: scala.reflect.api.JavaUniverse.TypeTag[I]

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    Definition Classes
    UnaryEstimator

  90. implicit val ttiv: scala.reflect.api.JavaUniverse.TypeTag[I.Value]

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    Definition Classes
    UnaryEstimator

  91. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[RealNN]

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    Definition Classes
    UnaryEstimator → OpPipelineStage1

  92. implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[features.types.RealNN.Value]

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    Definition Classes
    UnaryEstimator → OpPipelineStage1

  93. val uid: String

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    Definition Classes
    UnaryEstimator → Identifiable

  94. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  97. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from UnaryEstimator[I, RealNN]

Inherited from OpPipelineStage1[I, RealNN]

Inherited from HasIn1

Inherited from OpPipelineStage[RealNN]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from Estimator[UnaryModel[I, RealNN]]

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