Class/Object

org.apache.spark.ml.odkl

MultinominalExtractorModel

Related Docs: object MultinominalExtractorModel | package odkl

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class MultinominalExtractorModel extends Model[MultinominalExtractorModel] with MultinominalExtractorParams with DefaultParamsWritable

Model produced by the multinominal extractor. Knows the predefined set of values and maps strings/set of strings to vectors of 0/1 with cardinality equal to amount of known values.

Linear Supertypes
DefaultParamsWritable, MLWritable, MultinominalExtractorParams, HasOutputCol, HasInputCol, Model[MultinominalExtractorModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. MultinominalExtractorModel
  2. DefaultParamsWritable
  3. MLWritable
  4. MultinominalExtractorParams
  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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Visibility
  1. Public
  2. All

Instance Constructors

  1. new MultinominalExtractorModel()

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  2. new MultinominalExtractorModel(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[_]): MultinominalExtractorModel.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 copy(extra: ParamMap): MultinominalExtractorModel

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    Definition Classes
    MultinominalExtractorModel → Model → Transformer → PipelineStage → Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  12. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  14. def explainParams(): String

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    Definition Classes
    Params

  15. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  17. def finalize(): Unit

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

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

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    Definition Classes
    Params

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  21. final def getInputCol: String

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    Definition Classes
    HasInputCol

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

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    Definition Classes
    Params

  23. final def getOutputCol: String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  25. def getValues(): Array[String]

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    Definition Classes
    MultinominalExtractorParams

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

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    Definition Classes
    Params

  27. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  28. def hasParent: Boolean

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    Definition Classes
    Model

  29. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  31. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  32. final val inputCol: Param[String]

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    Definition Classes
    HasInputCol

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

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    Definition Classes
    Params

  34. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  36. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  37. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  44. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Definition Classes
    AnyRef

  50. final def notify(): Unit

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    Definition Classes
    AnyRef

  51. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  52. final val outputCol: Param[String]

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  54. var parent: Estimator[MultinominalExtractorModel]

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    Definition Classes
    Model

  55. val replacements: Param[Map[String, String]]

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    Definition Classes
    MultinominalExtractorParams

  56. def save(path: String): Unit

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

  57. final def set(paramPair: ParamPair[_]): MultinominalExtractorModel.this.type

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    Attributes
    protected
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    Params

  58. final def set(param: String, value: Any): MultinominalExtractorModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  60. final def setDefault(paramPairs: ParamPair[_]*): MultinominalExtractorModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  62. def setInputCol(column: String): MultinominalExtractorModel.this.type

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    Definition Classes
    MultinominalExtractorParams

  63. def setOutputCol(column: String): MultinominalExtractorModel.this.type

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    Definition Classes
    MultinominalExtractorParams

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

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    Definition Classes
    Model

  65. def setReplacements(value: Map[String, String]): MultinominalExtractorModel.this.type

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    Definition Classes
    MultinominalExtractorParams

  66. def setValues(v: String*): MultinominalExtractorModel.this.type

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    Definition Classes
    MultinominalExtractorParams

  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
    MultinominalExtractorModel → 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
    MultinominalExtractorModel → PipelineStage
    Annotations
    @DeveloperApi()

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  74. val uid: String

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    Definition Classes
    MultinominalExtractorModel → Identifiable

  75. val values: StringArrayParam

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    Definition Classes
    MultinominalExtractorParams

  76. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  79. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from MultinominalExtractorParams

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Model[MultinominalExtractorModel]

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