org.apache.spark.ml.odkl.texts

OdklCountVectorizerModel

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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Instance Constructors

  1. new OdklCountVectorizerModel(uid: String, vocabulary: Array[String])

    uid
    vocabulary

    BagOfWords vocabulary from mllib.CountVectorizer

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[_]): OdklCountVectorizerModel.this.type

    Definition Classes
    Params

  9. def clone(): AnyRef

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

  10. def copy(extra: ParamMap): CountVectorizerModel

    Definition Classes
    CountVectorizerModel → Model → Transformer → 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. final def get[T](param: Param[T]): Option[T]

    Definition Classes
    Params

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

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    Params

  23. final def getInputCol: String

    Definition Classes
    HasInputCol

  24. def getMinDF: Double

    Definition Classes
    CountVectorizerParams

  25. def getMinTF: Double

    Definition Classes
    CountVectorizerParams

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

    Definition Classes
    Params

  27. final def getOutputCol: String

    Definition Classes
    HasOutputCol

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

    Definition Classes
    Params

  29. def getStoreVocabInMetadata(): Boolean

    Definition Classes
    OdklCountVectorizerParams

  30. def getVocabAttrGroupName(): String

    Definition Classes
    OdklCountVectorizerParams

  31. def getVocabSize: Int

    Definition Classes
    CountVectorizerParams

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

    Definition Classes
    Params

  33. def hasParam(paramName: String): Boolean

    Definition Classes
    Params

  34. def hasParent: Boolean

    Definition Classes
    Model

  35. def hashCode(): Int

    Definition Classes
    AnyRef → Any

  36. final val inputCol: Param[String]

    Definition Classes
    HasInputCol

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

    Definition Classes
    Params

  38. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    Params

  40. def isTraceEnabled(): Boolean

    Attributes
    protected
    Definition Classes
    Logging

  41. def log: Logger

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

  48. def logName: String

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

    Attributes
    protected
    Definition Classes
    Logging

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

  54. val minDF: DoubleParam

    Definition Classes
    CountVectorizerParams

  55. val minTF: DoubleParam

    Definition Classes
    CountVectorizerParams

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

    Definition Classes
    AnyRef

  57. final def notify(): Unit

    Definition Classes
    AnyRef

  58. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  59. final val outputCol: Param[String]

    Definition Classes
    HasOutputCol

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

    Definition Classes
    Params

  61. var parent: Estimator[CountVectorizerModel]

    Definition Classes
    Model

  62. def save(path: String): Unit

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

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Attributes
    protected
    Definition Classes
    Params

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

    Definition Classes
    CountVectorizerModel

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

    Definition Classes
    CountVectorizerModel

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

    Definition Classes
    CountVectorizerModel

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

    Definition Classes
    Model

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

    Definition Classes
    OdklCountVectorizerParams

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

    Definition Classes
    OdklCountVectorizerParams

  74. val storeVocabInMetadata: BooleanParam

    Definition Classes
    OdklCountVectorizerParams

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

    Definition Classes
    AnyRef

  76. def toString(): String

    Definition Classes
    Identifiable → AnyRef → Any

  77. def transform(dataset: DataFrame): DataFrame

    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → Transformer

  78. def transform(dataset: DataFrame, paramMap: ParamMap): DataFrame

    Definition Classes
    Transformer

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

    Definition Classes
    Transformer
    Annotations
    @varargs()

  80. def transformSchema(schema: StructType): StructType

    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → PipelineStage

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

    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  82. val uid: String

    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel → 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. val vocabulary: Array[String]

    BagOfWords vocabulary from mllib.

    BagOfWords vocabulary from mllib.CountVectorizer

    Definition Classes
    OdklCountVectorizerModel → CountVectorizerModel

  88. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  91. def write: MLWriter

    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