Class

org.apache.spark.ml.odkl.texts

OdklCountVectorizer

Related Doc: package texts

Permalink

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
Ordering
  1. Alphabetic
  2. By Inheritance
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
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new OdklCountVectorizer()

    Permalink

  2. new OdklCountVectorizer(uid: String)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. val binary: BooleanParam

    Permalink
    Definition Classes
    CountVectorizerParams

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

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

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

  9. def copy(extra: ParamMap): CountVectorizer

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  15. def explainParams(): String

    Permalink
    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

  18. def finalize(): Unit

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

  19. def fit(dataset: Dataset[_]): CountVectorizerModel

    Permalink
    Definition Classes
    OdklCountVectorizer → CountVectorizer → Estimator

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

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

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

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

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

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

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

    Permalink
    Definition Classes
    Params

  24. def getBinary: Boolean

    Permalink
    Definition Classes
    CountVectorizerParams

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

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink
    Definition Classes
    Params

  27. final def getInputCol: String

    Permalink
    Definition Classes
    HasInputCol

  28. def getMinDF: Double

    Permalink
    Definition Classes
    CountVectorizerParams

  29. def getMinTF: Double

    Permalink
    Definition Classes
    CountVectorizerParams

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

    Permalink
    Definition Classes
    Params

  31. final def getOutputCol: String

    Permalink
    Definition Classes
    HasOutputCol

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

    Permalink
    Definition Classes
    Params

  33. def getStoreVocabInMetadata(): Boolean

    Permalink

    Definition Classes
    OdklCountVectorizerParams

  34. def getVocabAttrGroupName(): String

    Permalink

    Definition Classes
    OdklCountVectorizerParams

  35. def getVocabSize: Int

    Permalink
    Definition Classes
    CountVectorizerParams

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

    Permalink
    Definition Classes
    Params

  37. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  38. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

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

    Permalink

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  41. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  42. final val inputCol: Param[String]

    Permalink
    Definition Classes
    HasInputCol

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

    Permalink
    Definition Classes
    Params

  44. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    Params

  46. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  47. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  54. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  59. val minDF: DoubleParam

    Permalink
    Definition Classes
    CountVectorizerParams

  60. val minTF: DoubleParam

    Permalink
    Definition Classes
    CountVectorizerParams

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

    Permalink
    Definition Classes
    AnyRef

  62. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  63. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  64. final val outputCol: Param[String]

    Permalink
    Definition Classes
    HasOutputCol

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

    Permalink
    Definition Classes
    Params

  66. def save(path: String): Unit

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    CountVectorizer
    Annotations
    @Since( "2.0.0" )

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Attributes
    protected
    Definition Classes
    Params

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

    Permalink
    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

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

    Permalink
    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

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

    Permalink
    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

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

    Permalink
    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

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

    Permalink

    Definition Classes
    OdklCountVectorizerParams

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

    Permalink

    Definition Classes
    OdklCountVectorizerParams

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

    Permalink
    Definition Classes
    CountVectorizer
    Annotations
    @Since( "1.5.0" )

  80. val storeVocabInMetadata: BooleanParam

    Permalink
    Definition Classes
    OdklCountVectorizerParams

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

    Permalink
    Definition Classes
    AnyRef

  82. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  83. def transformSchema(schema: StructType): StructType

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

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

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  85. val uid: String

    Permalink
    Definition Classes
    OdklCountVectorizer → CountVectorizer → Identifiable

  86. def validateAndTransformSchema(schema: StructType): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    CountVectorizerParams

  87. val vocabAttrGroupName: Param[String]

    Permalink
    Definition Classes
    OdklCountVectorizerParams

  88. val vocabSize: IntParam

    Permalink
    Definition Classes
    CountVectorizerParams

  89. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  92. def write: MLWriter

    Permalink
    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