Class

org.apache.spark.ml.odkl

LinearModelSignificantFeatureSelector

Related Doc: package odkl

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class LinearModelSignificantFeatureSelector[ResultModel <: LinearModel[ResultModel]] extends SignificantFeatureSelector[LinearModelUnwrappedFeatureSelector[ResultModel]]

Linear Supertypes
SignificantFeatureSelector[LinearModelUnwrappedFeatureSelector[ResultModel]], HasFeaturesSignificance, HasFeaturesCol, HasWeights, SummarizableEstimator[LinearModelUnwrappedFeatureSelector[ResultModel]], Estimator[LinearModelUnwrappedFeatureSelector[ResultModel]], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. LinearModelSignificantFeatureSelector
  2. SignificantFeatureSelector
  3. HasFeaturesSignificance
  4. HasFeaturesCol
  5. HasWeights
  6. SummarizableEstimator
  7. Estimator
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new LinearModelSignificantFeatureSelector()

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  2. new LinearModelSignificantFeatureSelector(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. val average: String

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    Definition Classes
    HasFeaturesSignificance

  7. final def clear(param: Param[_]): LinearModelSignificantFeatureSelector.this.type

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    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): LinearModelSignificantFeatureSelector[ResultModel]

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    Definition Classes
    LinearModelSignificantFeatureSelector → SummarizableEstimator → Estimator → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

  11. val count: String

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    Definition Classes
    HasFeaturesSignificance

  12. def createModel(): LinearModelUnwrappedFeatureSelector[ResultModel]

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    Attributes
    protected
    Definition Classes
    LinearModelSignificantFeatureSelector → SignificantFeatureSelector

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

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    Attributes
    protected
    Definition Classes
    Params

  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. val feature_index: String

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    Definition Classes
    HasFeaturesSignificance

  21. val feature_name: String

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    Definition Classes
    HasFeaturesSignificance

  22. final val featuresCol: Param[String]

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    Definition Classes
    HasFeaturesCol

  23. def featuresSignificance: Block

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    Definition Classes
    HasFeaturesSignificance

  24. def finalize(): Unit

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

  25. def fit(dataset: Dataset[_]): LinearModelUnwrappedFeatureSelector[ResultModel]

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    Transforms the input dataset.

    Transforms the input dataset.

    Definition Classes
    SignificantFeatureSelector → Estimator

  26. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[LinearModelUnwrappedFeatureSelector[ResultModel]]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  27. def fit(dataset: Dataset[_], paramMap: ParamMap): LinearModelUnwrappedFeatureSelector[ResultModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  28. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): LinearModelUnwrappedFeatureSelector[ResultModel]

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

  29. def fromStatRecords(sqlContext: SQLContext, records: Array[WeightsStatRecord]): DataFrame

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    Definition Classes
    SignificantFeatureSelector

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  33. final def getFeaturesCol: String

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    Definition Classes
    HasFeaturesCol

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  37. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  38. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  39. val index: String

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    Definition Classes
    HasWeights

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

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    Attributes
    protected
    Definition Classes
    Logging

  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    Params

  43. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  45. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  46. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  58. def minSignificance: DoubleParam

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    Definition Classes
    SignificantFeatureSelector

  59. val name: String

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    Definition Classes
    HasWeights

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

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    Definition Classes
    AnyRef

  61. final def notify(): Unit

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    Definition Classes
    AnyRef

  62. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

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

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    Definition Classes
    Params

  64. final def set(paramPair: ParamPair[_]): LinearModelSignificantFeatureSelector.this.type

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    Attributes
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    Params

  65. final def set(param: String, value: Any): LinearModelSignificantFeatureSelector.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  67. final def setDefault(paramPairs: ParamPair[_]*): LinearModelSignificantFeatureSelector.this.type

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    Attributes
    protected
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    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  69. def setMinSignificance(value: Double): LinearModelSignificantFeatureSelector.this.type

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    Definition Classes
    SignificantFeatureSelector

  70. val significance: String

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    Definition Classes
    HasFeaturesSignificance

  71. val stdDev: String

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    Definition Classes
    HasFeaturesSignificance

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

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    Definition Classes
    AnyRef

  73. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  74. def transformSchema(schema: StructType): StructType

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    Definition Classes
    SignificantFeatureSelector → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  76. val uid: String

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    Definition Classes
    LinearModelSignificantFeatureSelector → SignificantFeatureSelector → Identifiable

  77. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  80. val weight: String

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    Definition Classes
    HasWeights

  81. val weights: Block

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    Definition Classes
    HasWeights

Inherited from SignificantFeatureSelector[LinearModelUnwrappedFeatureSelector[ResultModel]]

Inherited from HasFeaturesSignificance

Inherited from HasFeaturesCol

Inherited from HasWeights

Inherited from SummarizableEstimator[LinearModelUnwrappedFeatureSelector[ResultModel]]

Inherited from Estimator[LinearModelUnwrappedFeatureSelector[ResultModel]]

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