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
  1. Public
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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. val binary: BooleanParam

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    Definition Classes
    CountVectorizerParams

  7. final def clear(param: Param[_]): OdklCountVectorizerModel.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): CountVectorizerModel

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    Definition Classes
    CountVectorizerModel → Model → Transformer → PipelineStage → Params
    Annotations
    @Since( "1.5.0" )

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  15. def explainParams(): String

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    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

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

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    Definition Classes
    Params

  18. def finalize(): Unit

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

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

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    Definition Classes
    Params

  20. def getBinary: Boolean

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  23. final def getInputCol: String

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    Definition Classes
    HasInputCol

  24. def getMinDF: Double

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    Definition Classes
    CountVectorizerParams

  25. def getMinTF: Double

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    Params

  27. final def getOutputCol: String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  29. def getStoreVocabInMetadata(): Boolean

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    Definition Classes
    OdklCountVectorizerParams

  30. def getVocabAttrGroupName(): String

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    Definition Classes
    OdklCountVectorizerParams

  31. def getVocabSize: Int

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    Params

  33. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  34. def hasParent: Boolean

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    Definition Classes
    Model

  35. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

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

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    Attributes
    protected
    Definition Classes
    Logging

  37. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  38. final val inputCol: Param[String]

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    Definition Classes
    HasInputCol

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

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    Definition Classes
    Params

  40. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

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

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    Definition Classes
    Params

  42. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  43. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

  50. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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    Attributes
    protected
    Definition Classes
    Logging

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

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  56. val minDF: DoubleParam

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    Definition Classes
    CountVectorizerParams

  57. val minTF: DoubleParam

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    Definition Classes
    CountVectorizerParams

  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. final val outputCol: Param[String]

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  63. var parent: Estimator[CountVectorizerModel]

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    Definition Classes
    Model

  64. def save(path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  68. def setBinary(value: Boolean): OdklCountVectorizerModel.this.type

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    Definition Classes
    CountVectorizerModel
    Annotations
    @Since( "2.0.0" )

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    CountVectorizerModel
    Annotations
    @Since( "1.5.0" )

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

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    Definition Classes
    CountVectorizerModel
    Annotations
    @Since( "1.5.0" )

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

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    Definition Classes
    CountVectorizerModel
    Annotations
    @Since( "1.5.0" )

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

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    Definition Classes
    Model

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

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    Definition Classes
    OdklCountVectorizerParams

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

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    Definition Classes
    OdklCountVectorizerParams

  77. val storeVocabInMetadata: BooleanParam

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    Definition Classes
    OdklCountVectorizerParams

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

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    Definition Classes
    AnyRef

  79. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

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

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    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → Transformer

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

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

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

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

  83. def transformSchema(schema: StructType): StructType

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    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → PipelineStage

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  85. val uid: String

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    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → Identifiable

  86. def validateAndTransformSchema(schema: StructType): StructType

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    Attributes
    protected
    Definition Classes
    CountVectorizerParams

  87. val vocabAttrGroupName: Param[String]

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    Definition Classes
    OdklCountVectorizerParams

  88. val vocabSize: IntParam

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    Definition Classes
    CountVectorizerParams

  89. val vocabulary: Array[String]

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    BagOfWords vocabulary from mllib.CountVectorizer

    BagOfWords vocabulary from mllib.CountVectorizer

    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel

  90. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  93. 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