org.apache.spark.ml.odkl.texts

OdklCountVectorizer

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
Learn more about member selection
Visibility
  1. Public
  2. All

Instance Constructors

  1. new OdklCountVectorizer()

  2. new OdklCountVectorizer(uid: String)

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Attributes
    protected
    Definition Classes
    Params

  5. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

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

    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. def copy(extra: ParamMap): CountVectorizer

    Definition Classes
    CountVectorizer → Estimator → PipelineStage → Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  16. def explainParams(): String

    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Definition Classes
    Params

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

    Definition Classes
    Params

  19. def finalize(): Unit

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

  20. def fit(dataset: DataFrame): CountVectorizerModel

    Definition Classes
    OdklCountVectorizer → CountVectorizer → Estimator

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

    Definition Classes
    Estimator

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

    Definition Classes
    Estimator

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

    Definition Classes
    Estimator
    Annotations
    @varargs()

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

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  27. final def getInputCol: String

    Definition Classes
    HasInputCol

  28. def getMinDF: Double

    Definition Classes
    CountVectorizerParams

  29. def getMinTF: Double

    Definition Classes
    CountVectorizerParams

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

    Definition Classes
    Params

  31. final def getOutputCol: String

    Definition Classes
    HasOutputCol

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

    Definition Classes
    Params

  33. def getStoreVocabInMetadata(): Boolean

    Definition Classes
    OdklCountVectorizerParams

  34. def getVocabAttrGroupName(): String

    Definition Classes
    OdklCountVectorizerParams

  35. def getVocabSize: Int

    Definition Classes
    CountVectorizerParams

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

    Definition Classes
    Params

  37. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  38. def hashCode(): Int

    Definition Classes
    AnyRef → Any

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

  40. final val inputCol: Param[String]

    Definition Classes
    HasInputCol

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

    Definition Classes
    Params

  42. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  44. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  45. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  52. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  57. val minDF: DoubleParam

    Definition Classes
    CountVectorizerParams

  58. val minTF: DoubleParam

    Definition Classes
    CountVectorizerParams

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

    Definition Classes
    AnyRef

  60. final def notify(): Unit

    Definition Classes
    AnyRef

  61. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  62. final val outputCol: Param[String]

    Definition Classes
    HasOutputCol

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

    Definition Classes
    Params

  64. def save(path: String): Unit

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

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    CountVectorizer

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

    Definition Classes
    CountVectorizer

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

    Definition Classes
    CountVectorizer

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

    Definition Classes
    CountVectorizer

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

    Definition Classes
    OdklCountVectorizerParams

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

    Definition Classes
    OdklCountVectorizerParams

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

    Definition Classes
    CountVectorizer

  77. val storeVocabInMetadata: BooleanParam

    Definition Classes
    OdklCountVectorizerParams

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

    Definition Classes
    AnyRef

  79. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  80. def transformSchema(schema: StructType): StructType

    Definition Classes
    CountVectorizer → PipelineStage

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  82. val uid: String

    Definition Classes
    OdklCountVectorizer → CountVectorizer → Identifiable

  83. def validateAndTransformSchema(schema: StructType): StructType

    Attributes
    protected
    Definition Classes
    CountVectorizerParams

  84. def validateParams(): Unit

    Definition Classes
    Params

  85. val vocabAttrGroupName: Param[String]

    Definition Classes
    OdklCountVectorizerParams

  86. val vocabSize: IntParam

    Definition Classes
    CountVectorizerParams

  87. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  90. def write: MLWriter

    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