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com.microsoft.azure.synapse.ml.featurize.text

TextFeaturizerParams

trait TextFeaturizerParams extends Wrappable with DefaultParamsWritable

Linear Supertypes
DefaultParamsWritable, MLWritable, Wrappable, RWrappable, PythonWrappable, BaseWrappable, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
TextFeaturizer
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Inherited
  1. TextFeaturizerParams
  2. DefaultParamsWritable
  3. MLWritable
  4. Wrappable
  5. RWrappable
  6. PythonWrappable
  7. BaseWrappable
  8. Params
  9. Serializable
  10. Serializable
  11. Identifiable
  12. AnyRef
  13. Any
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Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable

Concrete Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##(): Int
    Definition Classes
    AnyRef → Any
  3. final def $[T](param: Param[T]): T
    Attributes
    protected
    Definition Classes
    Params
  4. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  5. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  6. val binary: BooleanParam

    All nonnegative word counts are set to 1 when set to true

  7. val caseSensitiveStopWords: BooleanParam

    Indicates whether a case sensitive comparison is performed on stop words.

  8. lazy val classNameHelper: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  9. final def clear(param: Param[_]): TextFeaturizerParams.this.type
    Definition Classes
    Params
  10. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  11. def companionModelClassName: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  12. def copyValues[T <: Params](to: T, extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  13. lazy val copyrightLines: String
    Attributes
    protected
    Definition Classes
    BaseWrappable
  14. final def defaultCopy[T <: Params](extra: ParamMap): T
    Attributes
    protected
    Definition Classes
    Params
  15. val defaultStopWordLanguage: Param[String]

    Specify the language to use for stop word removal.

    Specify the language to use for stop word removal. The Use the custom setting when using the stopWords input

  16. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  17. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  18. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  19. def explainParams(): String
    Definition Classes
    Params
  20. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  21. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  22. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  23. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  24. final def getBinary: Boolean

  25. final def getCaseSensitiveStopWords: Boolean

  26. final def getClass(): Class[_]
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  27. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  28. final def getDefaultStopWordLanguage: String

  29. final def getMinDocFreq: Int

  30. final def getMinTokenLength: Int

  31. final def getNGramLength: Int

  32. final def getNumFeatures: Int

  33. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  34. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  35. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  36. final def getStopWords: String

  37. final def getToLowercase: Boolean

  38. final def getTokenizerGaps: Boolean

  39. final def getTokenizerPattern: String

  40. final def getUseIDF: Boolean

  41. final def getUseNGram: Boolean

  42. final def getUseStopWordsRemover: Boolean

  43. final def getUseTokenizer: Boolean

  44. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  45. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  46. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  47. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  48. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  49. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  50. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  51. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  52. val minDocFreq: IntParam

    Minimum number of documents in which a term should appear.

  53. val minTokenLength: IntParam

    Minumum token length; must be 0 or greater.

  54. val nGramLength: IntParam

    The size of the Ngrams

  55. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  56. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  57. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  58. val numFeatures: IntParam

    Set the number of features to hash each document to

  59. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  60. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  61. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  62. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  63. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  64. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  65. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  66. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  67. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  68. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  69. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  70. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  71. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  72. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  73. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  74. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  75. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  76. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  77. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  78. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  79. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  80. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  81. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  82. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  83. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  84. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  85. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  86. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  87. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  88. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  89. final def set(paramPair: ParamPair[_]): TextFeaturizerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  90. final def set(param: String, value: Any): TextFeaturizerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  91. final def set[T](param: Param[T], value: T): TextFeaturizerParams.this.type
    Definition Classes
    Params
  92. final def setDefault(paramPairs: ParamPair[_]*): TextFeaturizerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  93. final def setDefault[T](param: Param[T], value: T): TextFeaturizerParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  94. val stopWords: Param[String]

    The words to be filtered out.

    The words to be filtered out. This is a comma separated list of words, encoded as a single string. For example, "a, the, and"

  95. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  96. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  97. val toLowercase: BooleanParam

    Indicates whether to convert all characters to lowercase before tokenizing.

  98. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any
  99. val tokenizerGaps: BooleanParam

    Indicates whether the regex splits on gaps (true) or matches tokens (false)

  100. val tokenizerPattern: Param[String]

    Regex pattern used to match delimiters if gaps (true) or tokens (false)

  101. val useIDF: BooleanParam

    Scale the Term Frequencies by IDF when set to true

  102. val useNGram: BooleanParam

    Enumerate N grams when set

  103. val useStopWordsRemover: BooleanParam

    Indicates whether to remove stop words from tokenized data.

  104. val useTokenizer: BooleanParam

    Tokenize the input when set to true

  105. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  106. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  107. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  108. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from RWrappable

Inherited from PythonWrappable

Inherited from BaseWrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

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