Class

org.apache.spark.ml.odkl

LinearModelUnwrappedFeatureSelector

Related Doc: package odkl

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class LinearModelUnwrappedFeatureSelector[M <: LinearModel[M]] extends GenericFeatureSelector[LinearModelUnwrappedFeatureSelector[M]] with ModelTransformer[M, LinearModelUnwrappedFeatureSelector[M]]

Linear Supertypes
ModelTransformer[M, LinearModelUnwrappedFeatureSelector[M]], GenericFeatureSelector[LinearModelUnwrappedFeatureSelector[M]], HasFeaturesCol, ModelWithSummary[LinearModelUnwrappedFeatureSelector[M]], MLWritable, Model[LinearModelUnwrappedFeatureSelector[M]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. LinearModelUnwrappedFeatureSelector
  2. ModelTransformer
  3. GenericFeatureSelector
  4. HasFeaturesCol
  5. ModelWithSummary
  6. MLWritable
  7. Model
  8. Transformer
  9. PipelineStage
  10. Logging
  11. Params
  12. Serializable
  13. Serializable
  14. Identifiable
  15. AnyRef
  16. Any
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Visibility
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Instance Constructors

  1. new LinearModelUnwrappedFeatureSelector()

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  2. new LinearModelUnwrappedFeatureSelector(uid: String)

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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[_]): LinearModelUnwrappedFeatureSelector.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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    Definition Classes
    GenericFeatureSelector

  9. def copy(extra: ParamMap): LinearModelUnwrappedFeatureSelector[M]

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    Definition Classes
    LinearModelUnwrappedFeatureSelector → ModelWithSummary → Model → Transformer → PipelineStage → Params

  10. def copy(summary: ModelSummary, params: ParamMap): LinearModelUnwrappedFeatureSelector[M]

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    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    ModelWithSummary

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

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    Attributes
    protected
    Definition Classes
    Params

  13. def create(): LinearModelUnwrappedFeatureSelector[M]

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    Attributes
    protected
    Definition Classes
    LinearModelUnwrappedFeatureSelector → ModelWithSummary

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

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    Attributes
    protected
    Definition Classes
    Params

  15. def disableSaveSummary(): ModelWithSummary[LinearModelUnwrappedFeatureSelector[M]]

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    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    AnyRef

  17. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  19. def explainParams(): String

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    Definition Classes
    Params

  20. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  22. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  23. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  27. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  31. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  32. def hasParent: Boolean

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    Definition Classes
    Model

  33. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  34. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  35. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    protected
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    Logging

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

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    Definition Classes
    Params

  37. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  38. def isSaveSummaryEnabled: Boolean

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    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    Params

  40. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  41. def log: Logger

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    protected
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Logging

  48. def logName: String

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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
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    Logging

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

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    Attributes
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    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  54. final def notify(): Unit

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    Definition Classes
    AnyRef

  55. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  56. val originalSize: IntParam

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    Definition Classes
    GenericFeatureSelector

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

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    Definition Classes
    Params

  58. var parent: Estimator[LinearModelUnwrappedFeatureSelector[M]]

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    Definition Classes
    Model

  59. def release(originalData: DataFrame, transformedData: DataFrame): Unit

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    Definition Classes
    ModelTransformer

  60. val relevantFeatures: IntArrayParam

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    Definition Classes
    GenericFeatureSelector

  61. def save(path: String): Unit

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

  62. final def set(paramPair: ParamPair[_]): LinearModelUnwrappedFeatureSelector.this.type

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    Attributes
    protected
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    Params

  63. final def set(param: String, value: Any): LinearModelUnwrappedFeatureSelector.this.type

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    Attributes
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    Params

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

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    Definition Classes
    Params

  65. final def setDefault(paramPairs: ParamPair[_]*): LinearModelUnwrappedFeatureSelector.this.type

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
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    Params

  67. def setParent(parent: Estimator[LinearModelUnwrappedFeatureSelector[M]]): LinearModelUnwrappedFeatureSelector[M]

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    Definition Classes
    Model

  68. def summary: ModelSummary

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    Definition Classes
    ModelWithSummary

  69. val summaryParam: Param[ModelSummary]

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    Attributes
    protected
    Definition Classes
    ModelWithSummary

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

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    Definition Classes
    AnyRef

  71. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    GenericFeatureSelector → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  75. def transformModel(model: M, originalData: DataFrame): M

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    Definition Classes
    LinearModelUnwrappedFeatureSelector → ModelTransformer

  76. def transformSchema(schema: StructType): StructType

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    Definition Classes
    GenericFeatureSelector → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  78. val uid: String

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    Definition Classes
    LinearModelUnwrappedFeatureSelector → Identifiable

  79. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  82. val weightsStat: Param[WeightsStat]

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    Definition Classes
    GenericFeatureSelector

  83. def write: WithSummaryWriter[LinearModelUnwrappedFeatureSelector[M]]

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    Definition Classes
    ModelWithSummary → MLWritable

Inherited from ModelTransformer[M, LinearModelUnwrappedFeatureSelector[M]]

Inherited from GenericFeatureSelector[LinearModelUnwrappedFeatureSelector[M]]

Inherited from HasFeaturesCol

Inherited from ModelWithSummary[LinearModelUnwrappedFeatureSelector[M]]

Inherited from MLWritable

Inherited from Model[LinearModelUnwrappedFeatureSelector[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