Packages

trait SymmetricDeleteParams extends Params

Linear Supertypes
Params, Serializable, Serializable, Identifiable, AnyRef, Any
Known Subclasses
SymmetricDeleteApproach, SymmetricDeleteModel
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  1. SymmetricDeleteParams
  2. Params
  3. Serializable
  4. Serializable
  5. Identifiable
  6. AnyRef
  7. Any
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Parameters

A list of (hyper-)parameter keys this annotator can take. Users can set and get the parameter values through setters and getters, respectively.

  1. val deletesThreshold: IntParam

    Minimum frequency of corrections a word needs to have to be considered from training.

    Minimum frequency of corrections a word needs to have to be considered from training. Increase if training set is LARGE (Default: 0).

  2. val dupsLimit: IntParam

    Maximum duplicate of characters in a word to consider (Default: 2).

  3. val frequencyThreshold: IntParam

    Minimum frequency of words to be considered from training.

    Minimum frequency of words to be considered from training. Increase if training set is LARGE (Default: 0).

  4. val longestWordLength: IntParam

    Length of longest word in corpus

  5. val maxEditDistance: IntParam

    Max edit distance characters to derive strings from a word (Default: 3)

  6. val maxFrequency: LongParam

    Maximum frequency of a word in the corpus

  7. val minFrequency: LongParam

    Minimum frequency of a word in the corpus

Members

  1. abstract def copy(extra: ParamMap): Params
    Definition Classes
    Params
  2. abstract val uid: String
    Definition Classes
    Identifiable
  3. final def clear(param: Param[_]): SymmetricDeleteParams.this.type
    Definition Classes
    Params
  4. def explainParam(param: Param[_]): String
    Definition Classes
    Params
  5. def explainParams(): String
    Definition Classes
    Params
  6. final def extractParamMap(): ParamMap
    Definition Classes
    Params
  7. final def extractParamMap(extra: ParamMap): ParamMap
    Definition Classes
    Params
  8. final def get[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  9. final def getDefault[T](param: Param[T]): Option[T]
    Definition Classes
    Params
  10. final def getOrDefault[T](param: Param[T]): T
    Definition Classes
    Params
  11. def getParam(paramName: String): Param[Any]
    Definition Classes
    Params
  12. final def hasDefault[T](param: Param[T]): Boolean
    Definition Classes
    Params
  13. def hasParam(paramName: String): Boolean
    Definition Classes
    Params
  14. final def isDefined(param: Param[_]): Boolean
    Definition Classes
    Params
  15. final def isSet(param: Param[_]): Boolean
    Definition Classes
    Params
  16. lazy val params: Array[Param[_]]
    Definition Classes
    Params
  17. final def set[T](param: Param[T], value: T): SymmetricDeleteParams.this.type
    Definition Classes
    Params
  18. def toString(): String
    Definition Classes
    Identifiable → AnyRef → Any

Parameter setters

  1. def setDeletesThreshold(value: Int): SymmetricDeleteParams.this.type

    Minimum frequency of corrections a word needs to have to be considered from training.

    Minimum frequency of corrections a word needs to have to be considered from training. Increase if training set is LARGE (Default: 0).

  2. def setDupsLimit(value: Int): SymmetricDeleteParams.this.type

    Maximum duplicate of characters in a word to consider (Default: 2)

  3. def setFrequencyThreshold(value: Int): SymmetricDeleteParams.this.type

    Minimum frequency of words to be considered from training.

    Minimum frequency of words to be considered from training. Increase if training set is LARGE (Default: 0)

  4. def setLongestWordLength(value: Int): SymmetricDeleteParams.this.type

    Length of longest word in corpus

  5. def setMaxEditDistance(value: Int): SymmetricDeleteParams.this.type

    Max edit distance characters to derive strings from a word

  6. def setMaxFrequency(value: Long): SymmetricDeleteParams.this.type

    Maximum frequency of a word in the corpus

  7. def setMinFrequency(value: Long): SymmetricDeleteParams.this.type

    Minimum frequency of a word in the corpus

Parameter getters

  1. def getDeletesThreshold: Int

    Minimum frequency of corrections a word needs to have to be considered from training.

    Minimum frequency of corrections a word needs to have to be considered from training. Increase if training set is LARGE (Default: 0).

  2. def getDupsLimit: Int

    Maximum duplicate of characters in a word to consider (Default: 2).

  3. def getFrequencyThreshold: Int

    Minimum frequency of words to be considered from training.

    Minimum frequency of words to be considered from training. Increase if training set is LARGE (Default: 0).

  4. def getMaxEditDistance: Int

    Max edit distance characters to derive strings from a word