Class

org.apache.spark.ml.odkl

GenericFeatureSelector

Related Doc: package odkl

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abstract class GenericFeatureSelector[M <: ModelWithSummary[M]] extends Model[M] with ModelWithSummary[M] with HasFeaturesCol

Linear Supertypes
HasFeaturesCol, ModelWithSummary[M], MLWritable, Model[M], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
CombinedLinearModelUnwrappedFeatureSelector, LinearModelUnwrappedFeatureSelector, PipelinedFeatureSelector
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. GenericFeatureSelector
  2. HasFeaturesCol
  3. ModelWithSummary
  4. MLWritable
  5. Model
  6. Transformer
  7. PipelineStage
  8. Logging
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new GenericFeatureSelector()

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Abstract Value Members

  1. abstract def create(): M

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    Attributes
    protected
    Definition Classes
    ModelWithSummary

  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete 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[_]): GenericFeatureSelector.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 convertMetadata(relevant: Array[Int], field: StructField): Metadata

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  9. def copy(summary: ModelSummary, params: ParamMap): M

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    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    ModelWithSummary

  11. def copy(extra: ParamMap): M

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    Definition Classes
    ModelWithSummary → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  14. def disableSaveSummary(): ModelWithSummary[M]

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    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  21. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  22. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  26. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  30. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  31. def hasParent: Boolean

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    Definition Classes
    Model

  32. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  33. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  35. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  36. def isSaveSummaryEnabled: Boolean

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    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    Params

  38. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  39. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  46. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    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. val originalSize: Param[Int]

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

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    Definition Classes
    Params

  56. var parent: Estimator[M]

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    Definition Classes
    Model

  57. val relevantFeatures: IntArrayParam

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  58. def save(path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Params

  60. final def set(param: String, value: Any): GenericFeatureSelector.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  62. final def setDefault(paramPairs: ParamPair[_]*): GenericFeatureSelector.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  64. def setParent(parent: Estimator[M]): M

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    Definition Classes
    Model

  65. def summary: ModelSummary

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    Definition Classes
    ModelWithSummary

  66. val summaryParam: Param[ModelSummary]

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    Attributes
    protected
    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    AnyRef

  68. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    GenericFeatureSelector → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  72. def transformSchema(schema: StructType): StructType

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    Definition Classes
    GenericFeatureSelector → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  74. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  77. val weightsStat: Param[WeightsStat]

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  78. def write: WithSummaryWriter[M]

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    Definition Classes
    ModelWithSummary → MLWritable

Inherited from HasFeaturesCol

Inherited from ModelWithSummary[M]

Inherited from MLWritable

Inherited from Model[M]

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