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t

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

TextFeaturizerParams

trait TextFeaturizerParams extends Wrappable with DefaultParamsWritable

Linear Supertypes
DefaultParamsWritable, MLWritable, Wrappable, DotnetWrappable, 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. DotnetWrappable
  6. RWrappable
  7. PythonWrappable
  8. BaseWrappable
  9. Params
  10. Serializable
  11. Serializable
  12. Identifiable
  13. AnyRef
  14. 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. def dotnetAdditionalMethods: String
    Definition Classes
    DotnetWrappable
  17. def dotnetClass(): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  18. lazy val dotnetClassName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  19. lazy val dotnetClassNameString: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  20. lazy val dotnetClassWrapperName: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  21. lazy val dotnetCopyrightLines: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  22. def dotnetExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  23. def dotnetExtraMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  24. lazy val dotnetInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  25. def dotnetMLReadWriteMethods: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  26. lazy val dotnetNamespace: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  27. lazy val dotnetObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  28. def dotnetParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  29. def dotnetParamGetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  30. def dotnetParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  31. def dotnetParamSetters: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  32. def dotnetWrapAsTypeMethod: String
    Attributes
    protected
    Definition Classes
    DotnetWrappable
  33. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  34. def equals(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  35. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  36. def explainParams(): String
    Definition Classes
    Params
  37. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  38. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  39. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  40. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  41. final def getBinary: Boolean

  42. final def getCaseSensitiveStopWords: Boolean

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

  46. final def getMinDocFreq: Int

  47. final def getMinTokenLength: Int

  48. final def getNGramLength: Int

  49. final def getNumFeatures: Int

  50. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  51. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  52. def getParamInfo(p: Param[_]): ParamInfo[_]
    Definition Classes
    BaseWrappable
  53. final def getStopWords: String

  54. final def getToLowercase: Boolean

  55. final def getTokenizerGaps: Boolean

  56. final def getTokenizerPattern: String

  57. final def getUseIDF: Boolean

  58. final def getUseNGram: Boolean

  59. final def getUseStopWordsRemover: Boolean

  60. final def getUseTokenizer: Boolean

  61. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  62. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  63. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native()
  64. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  65. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  66. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  67. def makeDotnetFile(conf: CodegenConfig): Unit
    Definition Classes
    DotnetWrappable
  68. def makePyFile(conf: CodegenConfig): Unit
    Definition Classes
    PythonWrappable
  69. def makeRFile(conf: CodegenConfig): Unit
    Definition Classes
    RWrappable
  70. val minDocFreq: IntParam

    Minimum number of documents in which a term should appear.

  71. val minTokenLength: IntParam

    Minumum token length; must be 0 or greater.

  72. val nGramLength: IntParam

    The size of the Ngrams

  73. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  74. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  75. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native()
  76. val numFeatures: IntParam

    Set the number of features to hash each document to

  77. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  78. def pyAdditionalMethods: String
    Definition Classes
    PythonWrappable
  79. lazy val pyClassDoc: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  80. lazy val pyClassName: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  81. def pyExtraEstimatorImports: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  82. def pyExtraEstimatorMethods: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  83. lazy val pyInheritedClasses: Seq[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  84. def pyInitFunc(): String
    Definition Classes
    PythonWrappable
  85. lazy val pyInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    PythonWrappable
  86. lazy val pyObjectBaseClass: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  87. def pyParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  88. def pyParamDefault[T](p: Param[T]): Option[String]
    Attributes
    protected
    Definition Classes
    PythonWrappable
  89. def pyParamGetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  90. def pyParamSetter(p: Param[_]): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  91. def pyParamsArgs: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  92. def pyParamsDefaults: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  93. lazy val pyParamsDefinitions: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  94. def pyParamsGetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  95. def pyParamsSetters: String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  96. def pythonClass(): String
    Attributes
    protected
    Definition Classes
    PythonWrappable
  97. def rClass(): String
    Attributes
    protected
    Definition Classes
    RWrappable
  98. def rDocString: String
    Attributes
    protected
    Definition Classes
    RWrappable
  99. def rExtraBodyLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  100. def rExtraInitLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  101. lazy val rFuncName: String
    Attributes
    protected
    Definition Classes
    RWrappable
  102. lazy val rInternalWrapper: Boolean
    Attributes
    protected
    Definition Classes
    RWrappable
  103. def rParamArg[T](p: Param[T]): String
    Attributes
    protected
    Definition Classes
    RWrappable
  104. def rParamsArgs: String
    Attributes
    protected
    Definition Classes
    RWrappable
  105. def rSetterLines: String
    Attributes
    protected
    Definition Classes
    RWrappable
  106. def save(path: String): Unit
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  107. final def set(paramPair: ParamPair[_]): TextFeaturizerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  108. final def set(param: String, value: Any): TextFeaturizerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  109. final def set[T](param: Param[T], value: T): TextFeaturizerParams.this.type
    Definition Classes
    Params
  110. final def setDefault(paramPairs: ParamPair[_]*): TextFeaturizerParams.this.type
    Attributes
    protected
    Definition Classes
    Params
  111. final def setDefault[T](param: Param[T], value: T): TextFeaturizerParams.this.type
    Attributes
    protected[org.apache.spark.ml]
    Definition Classes
    Params
  112. 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"

  113. final def synchronized[T0](arg0: ⇒ T0): T0
    Definition Classes
    AnyRef
  114. val thisStage: Params
    Attributes
    protected
    Definition Classes
    BaseWrappable
  115. val toLowercase: BooleanParam

    Indicates whether to convert all characters to lowercase before tokenizing.

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

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

  118. val tokenizerPattern: Param[String]

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

  119. val useIDF: BooleanParam

    Scale the Term Frequencies by IDF when set to true

  120. val useNGram: BooleanParam

    Enumerate N grams when set

  121. val useStopWordsRemover: BooleanParam

    Indicates whether to remove stop words from tokenized data.

  122. val useTokenizer: BooleanParam

    Tokenize the input when set to true

  123. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  124. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  125. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws( ... ) @native()
  126. def write: MLWriter
    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from DotnetWrappable

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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