org.apache.spark.ml.odkl

PipelinedFeatureSelector

class PipelinedFeatureSelector extends GenericFeatureSelector[PipelinedFeatureSelector]

Linear Supertypes
GenericFeatureSelector[PipelinedFeatureSelector], HasFeaturesCol, ModelWithSummary[PipelinedFeatureSelector], MLWritable, Model[PipelinedFeatureSelector], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. PipelinedFeatureSelector
  2. GenericFeatureSelector
  3. HasFeaturesCol
  4. ModelWithSummary
  5. MLWritable
  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
  1. Public
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Instance Constructors

  1. new PipelinedFeatureSelector()

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

    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. def convertMetadata(relevant: Array[Int], field: StructField): Metadata

    Definition Classes
    GenericFeatureSelector

  11. def copy(summary: ModelSummary, params: ParamMap): PipelinedFeatureSelector

    Definition Classes
    ModelWithSummary

  12. def copy(blocks: Map[Block, DataFrame], params: ParamMap = ParamMap()): PipelinedFeatureSelector

    Definition Classes
    ModelWithSummary

  13. def copy(extra: ParamMap): PipelinedFeatureSelector

    Definition Classes
    ModelWithSummary → Model → Transformer → PipelineStage → Params

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

    Attributes
    protected
    Definition Classes
    Params

  15. def create(): PipelinedFeatureSelector

    Definition Classes
    PipelinedFeatureSelector → ModelWithSummary

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

    Attributes
    protected
    Definition Classes
    Params

  17. def disableSaveSummary(): ModelWithSummary[PipelinedFeatureSelector]

    Definition Classes
    ModelWithSummary

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

    Definition Classes
    AnyRef

  19. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  21. def explainParams(): String

    Definition Classes
    Params

  22. final def extractParamMap(): ParamMap

    Definition Classes
    Params

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

    Definition Classes
    Params

  24. final val featuresCol: Param[String]

    Definition Classes
    HasFeaturesCol

  25. def finalize(): Unit

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

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  29. final def getFeaturesCol: String

    Definition Classes
    HasFeaturesCol

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

    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Definition Classes
    Params

  33. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  34. def hasParent: Boolean

    Definition Classes
    Model

  35. def hashCode(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  37. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

  38. def isSaveSummaryEnabled: Boolean

    Definition Classes
    ModelWithSummary

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

    Definition Classes
    Params

  40. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  41. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  48. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Definition Classes
    AnyRef

  54. final def notify(): Unit

    Definition Classes
    AnyRef

  55. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  56. val originalSize: Param[Int]

    Definition Classes
    GenericFeatureSelector

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

    Definition Classes
    Params

  58. var parent: Estimator[PipelinedFeatureSelector]

    Definition Classes
    Model

  59. val relevantFeatures: IntArrayParam

    Definition Classes
    GenericFeatureSelector

  60. def save(path: String): Unit

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

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

    Attributes
    protected
    Definition Classes
    Params

  62. final def set(param: String, value: Any): PipelinedFeatureSelector.this.type

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

  64. final def setDefault(paramPairs: ParamPair[_]*): PipelinedFeatureSelector.this.type

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Model

  67. def summary: ModelSummary

    Definition Classes
    ModelWithSummary

  68. val summaryParam: Param[ModelSummary]

    Attributes
    protected
    Definition Classes
    ModelWithSummary

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

    Definition Classes
    AnyRef

  70. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  71. def transform(dataset: DataFrame): DataFrame

    Definition Classes
    GenericFeatureSelector → Transformer

  72. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer

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

    Definition Classes
    Transformer
    Annotations
    @varargs()

  74. def transformSchema(schema: StructType): StructType

    Definition Classes
    GenericFeatureSelector → PipelineStage

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  76. val uid: String

    Definition Classes
    PipelinedFeatureSelector → Identifiable

  77. def validateParams(): Unit

    Definition Classes
    Params

  78. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  81. val weightsStat: Param[WeightsStat]

    Definition Classes
    GenericFeatureSelector

  82. def write: WithSummaryWriter[PipelinedFeatureSelector]

    Definition Classes
    ModelWithSummary → MLWritable

Inherited from GenericFeatureSelector[PipelinedFeatureSelector]

Inherited from HasFeaturesCol

Inherited from ModelWithSummary[PipelinedFeatureSelector]

Inherited from MLWritable

Inherited from Model[PipelinedFeatureSelector]

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