Class/Object

com.johnsnowlabs.nlp.annotators.classification

DocumentLogRegClassifierModel

Related Docs: object DocumentLogRegClassifierModel | package classification

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class DocumentLogRegClassifierModel extends Model[DocumentLogRegClassifierModel] with RawAnnotator[DocumentLogRegClassifierModel] with CanBeLazy with Licensed

Linear Supertypes
Licensed, CanBeLazy, RawAnnotator[DocumentLogRegClassifierModel], HasOutputAnnotationCol, HasInputAnnotationCols, HasOutputAnnotatorType, ParamsAndFeaturesWritable, HasFeatures, DefaultParamsWritable, MLWritable, Model[DocumentLogRegClassifierModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. DocumentLogRegClassifierModel
  2. Licensed
  3. CanBeLazy
  4. RawAnnotator
  5. HasOutputAnnotationCol
  6. HasInputAnnotationCols
  7. HasOutputAnnotatorType
  8. ParamsAndFeaturesWritable
  9. HasFeatures
  10. DefaultParamsWritable
  11. MLWritable
  12. Model
  13. Transformer
  14. PipelineStage
  15. Logging
  16. Params
  17. Serializable
  18. Serializable
  19. Identifiable
  20. AnyRef
  21. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new DocumentLogRegClassifierModel()

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  2. new DocumentLogRegClassifierModel(uid: String)

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Type Members

  1. type AnnotatorType = String

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    Definition Classes
    HasOutputAnnotatorType

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. def $$[T](feature: StructFeature[T]): T

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    Attributes
    protected
    Definition Classes
    HasFeatures
  5. def $$[K, V](feature: MapFeature[K, V]): Map[K, V]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  6. def $$[T](feature: SetFeature[T]): Set[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  7. def $$[T](feature: ArrayFeature[T]): Array[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  8. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  9. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any
  10. final def checkSchema(schema: StructType, inputAnnotatorType: String): Boolean

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  11. val classificationModel: StructFeature[OneVsRestModel]

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  12. lazy val classificationPipeline: Pipeline

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  13. final def clear(param: Param[_]): DocumentLogRegClassifierModel.this.type

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    Definition Classes
    Params
  14. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  15. def copy(extra: ParamMap): DocumentLogRegClassifierModel

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    Definition Classes
    RawAnnotator → Model → Transformer → PipelineStage → Params
  16. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  17. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params
  18. lazy val docCol: String

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

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    Definition Classes
    AnyRef
  20. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  21. def explainParam(param: Param[_]): String

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    Definition Classes
    Params
  22. def explainParams(): String

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    Definition Classes
    Params
  23. def extraValidate(structType: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  24. def extraValidateMsg: String

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  25. final def extractParamMap(): ParamMap

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    Definition Classes
    Params
  26. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params
  27. val features: ArrayBuffer[Feature[_, _, _]]

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    Definition Classes
    HasFeatures
  28. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  29. def get[T](feature: StructFeature[T]): Option[T]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  30. def get[K, V](feature: MapFeature[K, V]): Option[Map[K, V]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  31. def get[T](feature: SetFeature[T]): Option[Set[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  32. def get[T](feature: ArrayFeature[T]): Option[Array[T]]

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    Attributes
    protected
    Definition Classes
    HasFeatures
  33. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params
  34. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  35. def getClassificationModel: OneVsRestModel

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

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    Definition Classes
    Params
  37. def getInputCols: Array[String]

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    Definition Classes
    HasInputAnnotationCols
  38. def getLabels: Array[String]

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  39. def getLazyAnnotator: Boolean

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    Definition Classes
    CanBeLazy
  40. def getMergeChunks: Boolean

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

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    Definition Classes
    Params
  42. final def getOutputCol: String

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    Definition Classes
    HasOutputAnnotationCol
  43. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params
  44. def getVectorizationModel: PipelineModel

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

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    Definition Classes
    Params
  46. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params
  47. def hasParent: Boolean

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    Definition Classes
    Model
  48. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  49. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  50. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  51. val inputAnnotatorTypes: Array[AnnotatorType]

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    Definition Classes
    DocumentLogRegClassifierModel → HasInputAnnotationCols
  52. final val inputCols: StringArrayParam

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  53. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params
  54. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  55. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params
  56. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging
  57. lazy val labelArray: Array[String]

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  58. val labels: StringArrayParam

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  59. val lazyAnnotator: BooleanParam

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    Definition Classes
    CanBeLazy
  60. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  61. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  62. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  63. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  64. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  65. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  66. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  67. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging
  68. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  69. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  70. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  71. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  72. val mergeChunks: BooleanParam

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  73. def msgHelper(schema: StructType): String

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    Attributes
    protected
    Definition Classes
    HasInputAnnotationCols
  74. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  75. final def notify(): Unit

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    Definition Classes
    AnyRef
  76. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  77. def onWrite(path: String, spark: SparkSession): Unit

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    Attributes
    protected
    Definition Classes
    ParamsAndFeaturesWritable
  78. val outputAnnotatorType: AnnotatorType

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    Definition Classes
    DocumentLogRegClassifierModel → HasOutputAnnotatorType
  79. final val outputCol: Param[String]

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    Attributes
    protected
    Definition Classes
    HasOutputAnnotationCol
  80. lazy val params: Array[Param[_]]

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    Definition Classes
    Params
  81. var parent: Estimator[DocumentLogRegClassifierModel]

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    Definition Classes
    Model
  82. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  83. def set[T](feature: StructFeature[T], value: T): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  84. def set[K, V](feature: MapFeature[K, V], value: Map[K, V]): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  85. def set[T](feature: SetFeature[T], value: Set[T]): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  86. def set[T](feature: ArrayFeature[T], value: Array[T]): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  87. final def set(paramPair: ParamPair[_]): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  88. final def set(param: String, value: Any): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  89. final def set[T](param: Param[T], value: T): DocumentLogRegClassifierModel.this.type

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    Definition Classes
    Params
  90. def setClassificationModel(value: OneVsRestModel): DocumentLogRegClassifierModel.this.type

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  91. def setDefault[T](feature: StructFeature[T], value: () ⇒ T): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  92. def setDefault[K, V](feature: MapFeature[K, V], value: () ⇒ Map[K, V]): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  93. def setDefault[T](feature: SetFeature[T], value: () ⇒ Set[T]): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  94. def setDefault[T](feature: ArrayFeature[T], value: () ⇒ Array[T]): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    HasFeatures
  95. final def setDefault(paramPairs: ParamPair[_]*): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  96. final def setDefault[T](param: Param[T], value: T): DocumentLogRegClassifierModel.this.type

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    Attributes
    protected
    Definition Classes
    Params
  97. final def setInputCols(value: String*): DocumentLogRegClassifierModel.this.type

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    Definition Classes
    HasInputAnnotationCols
  98. final def setInputCols(value: Array[String]): DocumentLogRegClassifierModel.this.type

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    Definition Classes
    HasInputAnnotationCols
  99. def setLabels(value: Array[String]): DocumentLogRegClassifierModel.this.type

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  100. def setLazyAnnotator(value: Boolean): DocumentLogRegClassifierModel.this.type

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    Definition Classes
    CanBeLazy
  101. def setMergeChunks(value: Boolean): DocumentLogRegClassifierModel.this.type

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  102. final def setOutputCol(value: String): DocumentLogRegClassifierModel.this.type

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    Definition Classes
    HasOutputAnnotationCol
  103. def setParent(parent: Estimator[DocumentLogRegClassifierModel]): DocumentLogRegClassifierModel

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    Definition Classes
    Model
  104. def setVectorizationModel(value: PipelineModel): DocumentLogRegClassifierModel.this.type

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

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    Definition Classes
    AnyRef
  106. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  107. lazy val tokenAnnotationCol: String

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  108. lazy val tokenRawCol: String

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  109. final def transform(dataset: Dataset[_]): DataFrame

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    Definition Classes
    DocumentLogRegClassifierModel → Transformer
  110. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )
  111. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

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    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()
  112. final def transformSchema(schema: StructType): StructType

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    Definition Classes
    RawAnnotator → PipelineStage
  113. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()
  114. val uid: String

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    Definition Classes
    DocumentLogRegClassifierModel → Identifiable
  115. def validate(schema: StructType): Boolean

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  116. val vectorizationModel: StructFeature[PipelineModel]

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  117. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  118. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  119. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  120. def wrapColumnMetadata(col: Column): Column

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    Attributes
    protected
    Definition Classes
    RawAnnotator
  121. def write: MLWriter

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    Definition Classes
    ParamsAndFeaturesWritable → DefaultParamsWritable → MLWritable

Inherited from Licensed

Inherited from CanBeLazy

Inherited from RawAnnotator[DocumentLogRegClassifierModel]

Inherited from HasOutputAnnotationCol

Inherited from HasInputAnnotationCols

Inherited from HasOutputAnnotatorType

Inherited from ParamsAndFeaturesWritable

Inherited from HasFeatures

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Model[DocumentLogRegClassifierModel]

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

Ungrouped