Class

com.salesforce.op.stages.impl.feature

OpOneHotVectorizerModel

Related Doc: package feature

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abstract class OpOneHotVectorizerModel[T <: FeatureType] extends SequenceModel[T, OPVector] with VectorizerDefaults with CleanTextFun with OneHotModelFun[T]

Linear Supertypes
OneHotModelFun[T], CleanTextFun, VectorizerDefaults, SequenceModel[T, OPVector], OpTransformerN[T, OPVector], OpTransformer, OpPipelineStageN[T, OPVector], HasInN, OpPipelineStage[OPVector], OpPipelineStageBase, MLWritable, OpPipelineStageParams, InputParams, Model[SequenceModel[T, OPVector]], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. OpOneHotVectorizerModel
  2. OneHotModelFun
  3. CleanTextFun
  4. VectorizerDefaults
  5. SequenceModel
  6. OpTransformerN
  7. OpTransformer
  8. OpPipelineStageN
  9. HasInN
  10. OpPipelineStage
  11. OpPipelineStageBase
  12. MLWritable
  13. OpPipelineStageParams
  14. InputParams
  15. Model
  16. Transformer
  17. PipelineStage
  18. Logging
  19. Params
  20. Serializable
  21. Serializable
  22. Identifiable
  23. AnyRef
  24. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new OpOneHotVectorizerModel(topValues: Seq[Seq[String]], shouldCleanText: Boolean, shouldTrackNulls: Boolean, operationName: String, uid: String)(implicit tti: scala.reflect.api.JavaUniverse.TypeTag[T])

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Type Members

  1. final type InputFeatures = Array[FeatureLike[T]]

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    Definition Classes
    OpPipelineStageN → OpPipelineStage → InputParams
  2. type KeyValue = (String) ⇒ Any

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    Definition Classes
    OpTransformer
  3. final type OutputFeatures = FeatureLike[OPVector]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase

Abstract Value Members

  1. abstract def convertToSet(in: T): Set[_]

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    Attributes
    protected
    Definition Classes
    OneHotModelFun

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. implicit def booleanToDouble(v: Boolean): Double

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    Definition Classes
    VectorizerDefaults
  7. final def checkInputLength(features: Array[_]): Boolean

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    Definition Classes
    OpPipelineStageN → InputParams
  8. final def checkSerializable: Try[Unit]

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    Definition Classes
    OpTransformerN → OpPipelineStageBase
  9. def cleanTextFn(s: String, shouldClean: Boolean): String

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    Definition Classes
    CleanTextFun
  10. final def clear(param: Param[_]): OpOneHotVectorizerModel.this.type

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    Definition Classes
    Params
  11. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  12. final def copy(extra: ParamMap): OpOneHotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageBase → Params
  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  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. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  22. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  23. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  24. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  25. final def getInputFeature[T <: FeatureType](i: Int): Option[FeatureLike[T]]

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    Definition Classes
    InputParams
  26. final def getInputFeatures(): Array[OPFeature]

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    Definition Classes
    InputParams
  27. final def getInputSchema(): StructType

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    Definition Classes
    OpPipelineStageParams
  28. final def getMetadata(): Metadata

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    Definition Classes
    OpPipelineStageParams
  29. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params
  30. def getOutput(): FeatureLike[OPVector]

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    Definition Classes
    OpPipelineStageN → OpPipelineStageBase
  31. final def getOutputFeatureName: String

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    Definition Classes
    OpPipelineStage
  32. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  33. final def getTransientFeature(i: Int): Option[TransientFeature]

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    Definition Classes
    InputParams
  34. final def getTransientFeatures(): Array[TransientFeature]

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    Definition Classes
    InputParams
  35. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params
  36. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  37. def hasParent: Boolean

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    Definition Classes
    Model
  38. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  39. final def inN: Array[TransientFeature]

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    Attributes
    protected
    Definition Classes
    HasInN
  40. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  41. final def inputAsArray(in: InputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStageN → InputParams
  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. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  59. final def notify(): Unit

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    Definition Classes
    AnyRef
  60. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  61. def onGetMetadata(): Unit

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    Attributes
    protected
    Definition Classes
    OpPipelineStageParams
  62. def onSetInput(): Unit

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    Definition Classes
    VectorizerDefaults → OpPipelineStageBase
  63. val operationName: String

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    Definition Classes
    SequenceModel → OpPipelineStageBase
  64. final def outputAsArray(out: OutputFeatures): Array[OPFeature]

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    Definition Classes
    OpPipelineStage → OpPipelineStageBase
  65. def outputFeatureUid: String

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    Attributes
    protected[com.salesforce.op]
    Definition Classes
    OpPipelineStageN → OpPipelineStage
  66. def outputIsResponse: Boolean

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    Definition Classes
    OpPipelineStage
  67. def outputVectorMeta: OpVectorMetadata

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    Get the metadata describing the output vector

    Get the metadata describing the output vector

    This does not trigger onGetMetadata()

    returns

    Metadata of output vector

    Attributes
    protected
    Definition Classes
    VectorizerDefaults
  68. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  69. var parent: Estimator[SequenceModel[T, OPVector]]

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    Definition Classes
    Model
  70. def pivotFn(topValues: Seq[Seq[String]], shouldCleanText: Boolean, shouldTrackNulls: Boolean): (Seq[T]) ⇒ OPVector

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    Attributes
    protected
    Definition Classes
    OneHotModelFun
  71. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  72. final def set(paramPair: ParamPair[_]): OpOneHotVectorizerModel.this.type

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    Attributes
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    Params
  73. final def set(param: String, value: Any): OpOneHotVectorizerModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  74. final def set[T](param: Param[T], value: T): OpOneHotVectorizerModel.this.type

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    Definition Classes
    Params
  75. final def setDefault(paramPairs: ParamPair[_]*): OpOneHotVectorizerModel.this.type

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    Attributes
    protected
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    Params
  76. final def setDefault[T](param: Param[T], value: T): OpOneHotVectorizerModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  77. final def setInput(features: FeatureLike[T]*): OpOneHotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageN
  78. final def setInput(features: InputFeatures): OpOneHotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageBase
  79. final def setInputFeatures[S <: OPFeature](features: Array[S]): OpOneHotVectorizerModel.this.type

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    Attributes
    protected
    Definition Classes
    InputParams
  80. final def setMetadata(m: Metadata): OpOneHotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStageParams
  81. def setOutputFeatureName(name: String): OpOneHotVectorizerModel.this.type

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    Definition Classes
    OpPipelineStage
  82. def setParent(parent: Estimator[SequenceModel[T, OPVector]]): SequenceModel[T, OPVector]

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    Definition Classes
    Model
  83. val shouldCleanText: Boolean

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  84. val shouldTrackNulls: Boolean

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  85. final def stageName: String

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    Definition Classes
    OpPipelineStageBase
  86. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  87. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  88. val topValues: Seq[Seq[String]]

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

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    Definition Classes
    OpTransformerN → Transformer
  90. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  91. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  92. def transformFn: (Seq[T]) ⇒ OPVector

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    Definition Classes
    OpOneHotVectorizerModel → OpTransformerN
  93. lazy val transformKeyValue: (KeyValue) ⇒ Any

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    Definition Classes
    OpTransformerN → OpTransformer
  94. def transformMap: (Map[String, Any]) ⇒ Any

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    Definition Classes
    OpTransformer
  95. def transformRow: (Row) ⇒ Any

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    Definition Classes
    OpTransformer
  96. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    OpPipelineStageBase
  97. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  98. implicit val tti: scala.reflect.api.JavaUniverse.TypeTag[T]

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    Definition Classes
    SequenceModel → OpTransformerN
  99. implicit val tto: scala.reflect.api.JavaUniverse.TypeTag[OPVector]

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    Definition Classes
    SequenceModel → OpPipelineStageN
  100. implicit val ttov: scala.reflect.api.JavaUniverse.TypeTag[Value]

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    Definition Classes
    SequenceModel → OpPipelineStageN
  101. val uid: String

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    Definition Classes
    SequenceModel → Identifiable
  102. def vectorMetadataFromInputFeatures: OpVectorMetadata

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    Compute the output vector metadata only from the input features.

    Compute the output vector metadata only from the input features. Vectorizers use this to derive the full vector, including pivot columns or indicator features.

    returns

    Vector metadata from input features

    Attributes
    protected
    Definition Classes
    VectorizerDefaults
  103. def vectorMetadataWithNullIndicators: OpVectorMetadata

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    Attributes
    protected
    Definition Classes
    VectorizerDefaults
  104. def vectorOutputName: String

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    Get the name of the output vector

    Get the name of the output vector

    returns

    Output vector name as a string

    Attributes
    protected
    Definition Classes
    VectorizerDefaults
  105. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  106. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  107. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  108. final def write: MLWriter

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    Definition Classes
    OpPipelineStageBase → MLWritable

Inherited from OneHotModelFun[T]

Inherited from CleanTextFun

Inherited from VectorizerDefaults

Inherited from SequenceModel[T, OPVector]

Inherited from OpTransformerN[T, OPVector]

Inherited from OpTransformer

Inherited from OpPipelineStageN[T, OPVector]

Inherited from HasInN

Inherited from OpPipelineStage[OPVector]

Inherited from OpPipelineStageBase

Inherited from MLWritable

Inherited from OpPipelineStageParams

Inherited from InputParams

Inherited from Model[SequenceModel[T, OPVector]]

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