org.apache.spark.ml.odkl

NaNToMeanReplacerModel

class NaNToMeanReplacerModel extends Model[NaNToMeanReplacerModel] with NaNToMeanReplacerParams with DefaultParamsWritable

Model used to replace values with pre-computed defaults before training/predicting.

Linear Supertypes
DefaultParamsWritable, MLWritable, NaNToMeanReplacerParams, HasOutputCol, HasInputCol, Model[NaNToMeanReplacerModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. NaNToMeanReplacerModel
  2. DefaultParamsWritable
  3. MLWritable
  4. NaNToMeanReplacerParams
  5. HasOutputCol
  6. HasInputCol
  7. Model
  8. Transformer
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Instance Constructors

  1. new NaNToMeanReplacerModel()

  2. new NaNToMeanReplacerModel(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[_]): NaNToMeanReplacerModel.this.type

    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. def copy(extra: ParamMap): NaNToMeanReplacerModel

    Definition Classes
    NaNToMeanReplacerModel → Model → Transformer → 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. val defaults: Param[Map[String, Vector]]

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

    Definition Classes
    AnyRef

  15. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  17. def explainParams(): String

    Definition Classes
    Params

  18. final def extractParamMap(): ParamMap

    Definition Classes
    Params

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

    Definition Classes
    Params

  20. def finalize(): Unit

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

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  24. final def getInputCol: String

    Definition Classes
    HasInputCol

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

    Definition Classes
    Params

  26. final def getOutputCol: String

    Definition Classes
    HasOutputCol

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

    Definition Classes
    Params

  28. final val groupByColumn: Param[String]

    Definition Classes
    NaNToMeanReplacerParams

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

    Definition Classes
    Params

  30. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  31. def hasParent: Boolean

    Definition Classes
    Model

  32. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  33. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Attributes
    protected
    Definition Classes
    Logging

  34. final val inputCol: Param[String]

    Definition Classes
    HasInputCol

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

    Definition Classes
    Params

  36. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  38. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  39. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  46. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  52. final def notify(): Unit

    Definition Classes
    AnyRef

  53. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  54. final val outputCol: Param[String]

    Definition Classes
    HasOutputCol

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

    Definition Classes
    Params

  56. var parent: Estimator[NaNToMeanReplacerModel]

    Definition Classes
    Model

  57. def save(path: String): Unit

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

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

  63. def setGroupByColumn(column: String): NaNToMeanReplacerModel.this.type

    Definition Classes
    NaNToMeanReplacerParams

  64. def setInputCol(value: String): NaNToMeanReplacerModel.this.type

    Definition Classes
    NaNToMeanReplacerParams

  65. def setMeans(value: Map[String, Vector]): NaNToMeanReplacerModel.this.type

  66. def setOutputCol(value: String): NaNToMeanReplacerModel.this.type

    Definition Classes
    NaNToMeanReplacerParams

  67. def setParent(parent: Estimator[NaNToMeanReplacerModel]): NaNToMeanReplacerModel

    Definition Classes
    Model

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

    Definition Classes
    AnyRef

  69. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  70. def transform(dataset: Dataset[_]): DataFrame

    Definition Classes
    NaNToMeanReplacerModel → Transformer

  71. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  72. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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

  73. def transformSchema(schema: StructType): StructType

    Definition Classes
    NaNToMeanReplacerModel → PipelineStage
    Annotations
    @DeveloperApi()

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  75. val uid: String

    Definition Classes
    NaNToMeanReplacerModel → Identifiable

  76. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  79. def write: MLWriter

    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from NaNToMeanReplacerParams

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Model[NaNToMeanReplacerModel]

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

Ungrouped