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. .