opennlp.tools.ml.maxent (Apache OpenNLP Tools 2.5.9 API)
Description: declaration: package: opennlp.tools.ml.maxent

# Package opennlp.tools.ml.maxent

package opennlp.tools.ml.maxent
Package related to ML by means of the Maximum Entropy (ME) algorithm.

- Related Packages
  Package
  Description
  opennlp.tools.ml
  Package related to Machine Learning (ML) features of OpenNLP, the related ML models, and trainers.
  opennlp.tools.ml.maxent.io
  Package related to the I/O functionality of the maxent package including reading and writing models in several formats.
  opennlp.tools.ml.maxent.quasinewton
  Package related to ML by means of the Quasi Newton (QN) algorithm.
  opennlp.tools.ml.model
  Package related to ML models and feature selection techniques.
  opennlp.tools.ml.naivebayes
  Package related to ML by means of the Naive Bayes algorithm.
  opennlp.tools.ml.perceptron
  Package related to ML by means of the perceptron algorithm.
- Class
  Description
  BasicContextGenerator
  A `ContextGenerator` implementation for maxent decisions, assuming that the input given to the `BasicContextGenerator.getContext(String)` method is a String containing contextual predicates separated by spaces, for instance:
  ContextGenerator<T>
  Represents a generator of contexts for maxent decisions.
  DataStream
  An interface for objects which can deliver a stream of training data to be supplied to an EventStream.
  GISModel
  A maximum entropy model which has been trained using the Generalized Iterative Scaling (GIS) procedure.
  GISTrainer
  An implementation of Generalized Iterative Scaling (GIS).
  RealBasicEventStream
  Class for real-valued `events` as an `event stream`. .