Package

com.johnsnowlabs.nlp.annotators.assertion

logreg

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package logreg

Visibility
  1. Public
  2. All

Type Members

  1. class AssertionLogRegApproach extends AnnotatorApproach[AssertionLogRegModel] with Windowing with Licensed

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    This is a classification method, which uses LogisticRegression algorithm Contains all the methods for training the LogisticRegression Approach, together with trainWithChunk, trainWithStartEnd

  2. class AssertionLogRegModel extends Model[AssertionLogRegModel] with RawAnnotator[AssertionLogRegModel] with Windowing with HasStorageRef with CanBeLazy with Licensed

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    This is a main class in AssertionLogReg family.

    This is a main class in AssertionLogReg family. It contains all the parameters and main point of interest method transform() which projects the input dataset into DataFrame. Unlike DL Model, this class does not extend AnnotatorModel. Instead it extends the RawAnnotator, that's why the main point of interest is method transform()

  3. case class Datapoint(sentence: String, target: String, label: String, start: Int, end: Int) extends Product with Serializable

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  4. class NegexDatasetReader extends Serializable

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    Reader for this dataset, https://github.com/mongoose54/negex/blob/master/genConText/rsAnnotations-1-120-random.txt

  5. trait ReadablePretrainedAssertionLogReg extends ParamsAndFeaturesReadable[AssertionLogRegModel] with HasPretrained[AssertionLogRegModel]

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  6. trait Windowing extends Serializable

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    Created by jose on 24/11/17.

Value Members

  1. object AssertionLogRegApproach extends DefaultParamsReadable[AssertionLogRegApproach] with Serializable

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  2. object AssertionLogRegModel extends ReadablePretrainedAssertionLogReg with Serializable

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Ungrouped