perceptron

Type Members

1. class AveragedPerceptron extends WritableAnnotatorComponent

   

   Specific model for PerceptronApproach

2. class PerceptronApproach extends AnnotatorApproach[PerceptronModel]

   

   Created by Saif Addin on 5/17/2017.

   Created by Saif Addin on 5/17/2017. Inspired on Averaged Perceptron by Matthew Honnibal https://explosion.ai/blog/part-of-speech-pos-tagger-in-python

3. class PerceptronModel extends AnnotatorModel[PerceptronModel]

   

   Part of speech tagger that might use different approaches

4. case class SerializedPerceptronModel(tags: List[String], wordBook: List[(String, String)], featuresWeight: Map[String, Map[String, Double]], lastIteration: Int) extends SerializedAnnotatorComponent[AveragedPerceptron] with Product with Serializable

   

   Serialized representation of PerceptronApproach Converting mutable types and arrays into serializable lists

   Serialized representation of PerceptronApproach Converting mutable types and arrays into serializable lists

   tags

   unique set of POS-tags stored

   wordBook

   book that contains non-ambiguous tags

   featuresWeight

   features that contain a context and frequency of appearance based on training

   lastIteration

   last iteration run on training, useful for weighting