Trait

com.microsoft.ml.spark.featurize.text

TextFeaturizerParams

Related Doc: package text

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trait TextFeaturizerParams extends Wrappable with DefaultParamsWritable

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DefaultParamsWritable, MLWritable, Wrappable, HasAdditionalPythonMethods, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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  1. TextFeaturizerParams
  2. DefaultParamsWritable
  3. MLWritable
  4. Wrappable
  5. HasAdditionalPythonMethods
  6. Params
  7. Serializable
  8. Serializable
  9. Identifiable
  10. AnyRef
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Abstract Value Members

  1. abstract def copy(extra: ParamMap): Params

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    Definition Classes
    Params
  2. abstract val uid: String

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    Definition Classes
    Identifiable

Concrete Value Members

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

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    AnyRef → Any
  2. final def ##(): Int

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

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

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  5. def additionalPythonMethods(): String

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    Definition Classes
    HasAdditionalPythonMethods
  6. final def asInstanceOf[T0]: T0

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  7. val binary: BooleanParam

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

  8. val caseSensitiveStopWords: BooleanParam

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

  9. final def clear(param: Param[_]): TextFeaturizerParams.this.type

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  10. def clone(): AnyRef

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

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

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  13. val defaultStopWordLanguage: Param[String]

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    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

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

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  15. def equals(arg0: Any): Boolean

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

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  17. def explainParams(): String

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  18. final def extractParamMap(): ParamMap

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

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  20. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  21. final def get[T](param: Param[T]): Option[T]

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  22. final def getBinary: Boolean

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  23. final def getCaseSensitiveStopWords: Boolean

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

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

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  26. final def getDefaultStopWordLanguage: String

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  27. final def getMinDocFreq: Int

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  28. final def getMinTokenLength: Int

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  29. final def getNGramLength: Int

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  30. final def getNumFeatures: Int

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

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

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  33. final def getStopWords: String

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  34. final def getToLowercase: Boolean

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  35. final def getTokenizerGaps: Boolean

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  36. final def getTokenizerPattern: String

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  37. final def getUseIDF: Boolean

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  38. final def getUseNGram: Boolean

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  39. final def getUseStopWordsRemover: Boolean

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  40. final def getUseTokenizer: Boolean

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

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  42. def hasParam(paramName: String): Boolean

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  43. def hashCode(): Int

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

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  45. final def isInstanceOf[T0]: Boolean

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

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  47. val minDocFreq: IntParam

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    Minimum number of documents in which a term should appear.

  48. val minTokenLength: IntParam

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    Minumum token length; must be 0 or greater.

  49. val nGramLength: IntParam

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    The size of the Ngrams

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

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  51. final def notify(): Unit

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  52. final def notifyAll(): Unit

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  53. val numFeatures: IntParam

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    Set the number of features to hash each document to

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

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    Params
  55. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )
  56. final def set(paramPair: ParamPair[_]): TextFeaturizerParams.this.type

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  57. final def set(param: String, value: Any): TextFeaturizerParams.this.type

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

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  59. final def setDefault(paramPairs: ParamPair[_]*): TextFeaturizerParams.this.type

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

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    Attributes
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    Params
  61. val stopWords: Param[String]

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    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"

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

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    Definition Classes
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  63. val toLowercase: BooleanParam

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    Indicates whether to convert all characters to lowercase before tokenizing.

  64. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any
  65. val tokenizerGaps: BooleanParam

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

  66. val tokenizerPattern: Param[String]

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

  67. val useIDF: BooleanParam

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    Scale the Term Frequencies by IDF when set to true

  68. val useNGram: BooleanParam

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    Enumerate N grams when set

  69. val useStopWordsRemover: BooleanParam

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    Indicates whether to remove stop words from tokenized data.

  70. val useTokenizer: BooleanParam

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    Tokenize the input when set to true

  71. final def wait(): Unit

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    @throws( ... )
  72. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  73. final def wait(arg0: Long): Unit

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    @throws( ... )
  74. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

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