Uses of Interface
opennlp.tools.ml.EventTrainer
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Packages that use EventTrainer Package Description opennlp.tools.ml Package related to Machine Learning (ML) features of OpenNLP, the related ML models, and trainers.opennlp.tools.ml.maxent Package related to ML by means of the Maximum Entropy (ME) algorithm.opennlp.tools.ml.maxent.quasinewton Package related to ML by means of the Quasi Newton (QN) algorithm.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. -
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Uses of EventTrainer in opennlp.tools.ml
Classes in opennlp.tools.ml that implement EventTrainer Modifier and Type Class Description class
AbstractEventTrainer
A basicEventTrainer
implementation.Methods in opennlp.tools.ml that return EventTrainer Modifier and Type Method Description static EventTrainer
TrainerFactory. getEventTrainer(TrainingParameters trainParams, Map<String,String> reportMap)
Retrieves anEventTrainer
that fits the given parameters. -
Uses of EventTrainer in opennlp.tools.ml.maxent
Classes in opennlp.tools.ml.maxent that implement EventTrainer Modifier and Type Class Description class
GISTrainer
An implementation of Generalized Iterative Scaling (GIS). -
Uses of EventTrainer in opennlp.tools.ml.maxent.quasinewton
Classes in opennlp.tools.ml.maxent.quasinewton that implement EventTrainer Modifier and Type Class Description class
QNTrainer
A Maxent modelTrainer
using L-BFGS algorithm. -
Uses of EventTrainer in opennlp.tools.ml.naivebayes
Classes in opennlp.tools.ml.naivebayes that implement EventTrainer Modifier and Type Class Description class
NaiveBayesTrainer
Trainsmodels
using the combination of EM algorithm and Naive Bayes classifier which is described in: -
Uses of EventTrainer in opennlp.tools.ml.perceptron
Classes in opennlp.tools.ml.perceptron that implement EventTrainer Modifier and Type Class Description class
PerceptronTrainer
Trainsmodels
using the perceptron algorithm.
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