Class

org.apache.spark.ml.odkl.texts

OdklCountVectorizerModel

Related Doc: package texts

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class OdklCountVectorizerModel extends CountVectorizerModel with OdklCountVectorizerParams

ml.feature.CountVectorizer and CountVectorizerModel extension with vocabulary or vocab size saved in outputColumn metadata as AttributeGroup

Linear Supertypes
OdklCountVectorizerParams, CountVectorizerModel, MLWritable, CountVectorizerParams, HasOutputCol, HasInputCol, Model[CountVectorizerModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. OdklCountVectorizerModel
  2. OdklCountVectorizerParams
  3. CountVectorizerModel
  4. MLWritable
  5. CountVectorizerParams
  6. HasOutputCol
  7. HasInputCol
  8. Model
  9. Transformer
  10. PipelineStage
  11. Logging
  12. Params
  13. Serializable
  14. Serializable
  15. Identifiable
  16. AnyRef
  17. Any
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Visibility
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Instance Constructors

  1. new OdklCountVectorizerModel(uid: String, vocabulary: Array[String])

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    vocabulary

    BagOfWords vocabulary from mllib.CountVectorizer

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[_]): OdklCountVectorizerModel.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): CountVectorizerModel

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    Definition Classes
    CountVectorizerModel → 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. def getMinDF: Double

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    Definition Classes
    CountVectorizerParams

  23. def getMinTF: Double

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    Params

  25. final def getOutputCol: String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  27. def getStoreVocabInMetadata(): Boolean

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    Definition Classes
    OdklCountVectorizerParams

  28. def getVocabAttrGroupName(): String

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    Definition Classes
    OdklCountVectorizerParams

  29. def getVocabSize: Int

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    Definition Classes
    CountVectorizerParams

  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. final val inputCol: Param[String]

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    Definition Classes
    HasInputCol

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

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    Definition Classes
    Params

  36. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  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. def metadataToAdd(vocab: Array[String]): Metadata

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  52. val minDF: DoubleParam

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    Definition Classes
    CountVectorizerParams

  53. val minTF: DoubleParam

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    AnyRef

  55. final def notify(): Unit

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    Definition Classes
    AnyRef

  56. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  57. final val outputCol: Param[String]

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  59. var parent: Estimator[CountVectorizerModel]

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    Definition Classes
    Model

  60. def save(path: String): Unit

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

  61. final def set(paramPair: ParamPair[_]): OdklCountVectorizerModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

  62. final def set(param: String, value: Any): OdklCountVectorizerModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  64. final def setDefault(paramPairs: ParamPair[_]*): OdklCountVectorizerModel.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  66. def setInputCol(value: String): OdklCountVectorizerModel.this.type

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    Definition Classes
    CountVectorizerModel

  67. def setMinTF(value: Double): OdklCountVectorizerModel.this.type

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    Definition Classes
    CountVectorizerModel

  68. def setOutputCol(value: String): OdklCountVectorizerModel.this.type

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    Definition Classes
    CountVectorizerModel

  69. def setParent(parent: Estimator[CountVectorizerModel]): CountVectorizerModel

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    Definition Classes
    Model

  70. def setStoreVocabInMetadata(value: Boolean): OdklCountVectorizerModel.this.type

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    Definition Classes
    OdklCountVectorizerParams

  71. def setVocabAttrGroupName(value: String): OdklCountVectorizerModel.this.type

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    Definition Classes
    OdklCountVectorizerParams

  72. val storeVocabInMetadata: BooleanParam

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    Definition Classes
    OdklCountVectorizerParams

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

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    Definition Classes
    AnyRef

  74. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  75. def transform(dataset: DataFrame): DataFrame

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    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → Transformer

  76. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @varargs()

  78. def transformSchema(schema: StructType): StructType

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    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  80. val uid: String

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    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → Identifiable

  81. def validateAndTransformSchema(schema: StructType): StructType

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    Attributes
    protected
    Definition Classes
    CountVectorizerParams

  82. def validateParams(): Unit

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    Definition Classes
    Params

  83. val vocabAttrGroupName: Param[String]

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    Definition Classes
    OdklCountVectorizerParams

  84. val vocabSize: IntParam

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    Definition Classes
    CountVectorizerParams

  85. val vocabulary: Array[String]

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    BagOfWords vocabulary from mllib.CountVectorizer

    BagOfWords vocabulary from mllib.CountVectorizer

    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel

  86. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  89. def write: MLWriter

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    Definition Classes
    CountVectorizerModel → MLWritable
    Annotations
    @Since( "1.6.0" )

Inherited from OdklCountVectorizerParams

Inherited from CountVectorizerModel

Inherited from MLWritable

Inherited from CountVectorizerParams

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Model[CountVectorizerModel]

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

getParam

setParam

Ungrouped