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

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    Definition Classes
    CountVectorizer → Estimator → 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. def fit(dataset: DataFrame): CountVectorizerModel

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    Definition Classes
    OdklCountVectorizer → CountVectorizer → Estimator

  19. def fit(dataset: DataFrame, paramMaps: Array[ParamMap]): Seq[CountVectorizerModel]

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    Definition Classes
    Estimator

  20. def fit(dataset: DataFrame, paramMap: ParamMap): CountVectorizerModel

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    Definition Classes
    Estimator

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

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    Definition Classes
    Estimator
    Annotations
    @varargs()

  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 getInputCol: String

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    Definition Classes
    HasInputCol

  26. def getMinDF: Double

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    Definition Classes
    CountVectorizerParams

  27. def getMinTF: Double

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    Params

  29. final def getOutputCol: String

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  31. def getStoreVocabInMetadata(): Boolean

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    Definition Classes
    OdklCountVectorizerParams

  32. def getVocabAttrGroupName(): String

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    Definition Classes
    OdklCountVectorizerParams

  33. def getVocabSize: Int

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    Params

  35. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  36. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  37. val inheritedVocabulary: Param[Map[String, Int]]

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  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
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    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. val minDF: DoubleParam

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    Definition Classes
    CountVectorizerParams

  56. val minTF: DoubleParam

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    Definition Classes
    CountVectorizerParams

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

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    Definition Classes
    AnyRef

  58. final def notify(): Unit

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    Definition Classes
    AnyRef

  59. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  60. final val outputCol: Param[String]

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    Definition Classes
    HasOutputCol

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

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    Definition Classes
    Params

  62. def save(path: String): Unit

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

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Attributes
    protected
    Definition Classes
    Params

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

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    Definition Classes
    CountVectorizer

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

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    Definition Classes
    CountVectorizer

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

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    Definition Classes
    CountVectorizer

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

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    Definition Classes
    CountVectorizer

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

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    Definition Classes
    OdklCountVectorizerParams

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

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    Definition Classes
    OdklCountVectorizerParams

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

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    Definition Classes
    CountVectorizer

  75. val storeVocabInMetadata: BooleanParam

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    Definition Classes
    OdklCountVectorizerParams

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

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    Definition Classes
    AnyRef

  77. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  78. def transformSchema(schema: StructType): StructType

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    Definition Classes
    CountVectorizer → 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
    OdklCountVectorizer → CountVectorizer → 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. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  88. 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