Class

org.apache.spark.ml.odkl.texts

OdklCountVectorizer

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class OdklCountVectorizer extends CountVectorizer with OdklCountVectorizerParams

Linear Supertypes
OdklCountVectorizerParams, CountVectorizer, DefaultParamsWritable, MLWritable, CountVectorizerParams, HasOutputCol, HasInputCol, Estimator[CountVectorizerModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. OdklCountVectorizer
  2. OdklCountVectorizerParams
  3. CountVectorizer
  4. DefaultParamsWritable
  5. MLWritable
  6. CountVectorizerParams
  7. HasOutputCol
  8. HasInputCol
  9. Estimator
  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 OdklCountVectorizer()

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  2. new OdklCountVectorizer(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 binary: BooleanParam

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    Definition Classes
    CountVectorizerParams

  7. final def clear(param: Param[_]): OdklCountVectorizer.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): CountVectorizer

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    Definition Classes
    CountVectorizer → Estimator → 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. def fit(dataset: Dataset[_]): CountVectorizerModel

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    Definition Classes
    OdklCountVectorizer → CountVectorizer → Estimator

  20. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[CountVectorizerModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  21. def fit(dataset: Dataset[_], paramMap: ParamMap): CountVectorizerModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  22. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): CountVectorizerModel

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

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

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    Definition Classes
    Params

  24. def getBinary: Boolean

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    AnyRef → Any

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

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    Definition Classes
    Params

  27. final def getInputCol: String

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    Definition Classes
    HasInputCol

  28. def getMinDF: Double

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    Definition Classes
    CountVectorizerParams

  29. def getMinTF: Double

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    Params

  31. final def getOutputCol: String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  33. def getStoreVocabInMetadata(): Boolean

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    Definition Classes
    OdklCountVectorizerParams

  34. def getVocabAttrGroupName(): String

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    Definition Classes
    OdklCountVectorizerParams

  35. def getVocabSize: Int

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    Definition Classes
    CountVectorizerParams

  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 inheritedVocabulary: Param[Map[String, Int]]

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  40. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  41. final val inputCol: Param[String]

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    Definition Classes
    HasInputCol

  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
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    Definition Classes
    Logging

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

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    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. val minDF: DoubleParam

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    Definition Classes
    CountVectorizerParams

  59. val minTF: DoubleParam

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    Definition Classes
    CountVectorizerParams

  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. final val outputCol: Param[String]

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  65. def save(path: String): Unit

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

  66. final def set(paramPair: ParamPair[_]): OdklCountVectorizer.this.type

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    Attributes
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    Definition Classes
    Params

  67. final def set(param: String, value: Any): OdklCountVectorizer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

  69. def setBinary(value: Boolean): OdklCountVectorizer.this.type

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    Definition Classes
    CountVectorizer
    Annotations
    @Since( "2.0.0" )

  70. final def setDefault(paramPairs: ParamPair[_]*): OdklCountVectorizer.this.type

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

  72. def setInputCol(value: String): OdklCountVectorizer.this.type

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    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

  73. def setMinDF(value: Double): OdklCountVectorizer.this.type

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    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

  74. def setMinTF(value: Double): OdklCountVectorizer.this.type

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    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

  75. def setOutputCol(value: String): OdklCountVectorizer.this.type

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    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

  76. def setStoreVocabInMetadata(value: Boolean): OdklCountVectorizer.this.type

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    Definition Classes
    OdklCountVectorizerParams

  77. def setVocabAttrGroupName(value: String): OdklCountVectorizer.this.type

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    Definition Classes
    OdklCountVectorizerParams

  78. def setVocabSize(value: Int): OdklCountVectorizer.this.type

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    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

  79. val storeVocabInMetadata: BooleanParam

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    Definition Classes
    OdklCountVectorizerParams

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

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    Definition Classes
    AnyRef

  81. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  82. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CountVectorizer → PipelineStage
    Annotations
    @Since( "1.5.0" )

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

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  84. val uid: String

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    Definition Classes
    OdklCountVectorizer → CountVectorizer → Identifiable

  85. def validateAndTransformSchema(schema: StructType): StructType

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    Attributes
    protected
    Definition Classes
    CountVectorizerParams

  86. val vocabAttrGroupName: Param[String]

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    Definition Classes
    OdklCountVectorizerParams

  87. val vocabSize: IntParam

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    Definition Classes
    CountVectorizerParams

  88. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  91. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from OdklCountVectorizerParams

Inherited from CountVectorizer

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from CountVectorizerParams

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Estimator[CountVectorizerModel]

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