Uses of Interface
opennlp.tools.commons.Trainer
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Packages that use Trainer 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 Trainer in opennlp.tools.ml
Subinterfaces of Trainer in opennlp.tools.ml Modifier and Type Interface Description interface
EventModelSequenceTrainer<T>
A specializedTrainer
that is based on a 'EventModelSequence' approach.interface
EventTrainer
interface
SequenceTrainer
Classes in opennlp.tools.ml that implement Trainer Modifier and Type Class Description class
AbstractEventModelSequenceTrainer
A basicEventModelSequenceTrainer
implementation that processesevents
.class
AbstractEventTrainer
A basicEventTrainer
implementation.class
AbstractTrainer
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Uses of Trainer in opennlp.tools.ml.maxent
Classes in opennlp.tools.ml.maxent that implement Trainer Modifier and Type Class Description class
GISTrainer
An implementation of Generalized Iterative Scaling (GIS). -
Uses of Trainer in opennlp.tools.ml.maxent.quasinewton
Classes in opennlp.tools.ml.maxent.quasinewton that implement Trainer Modifier and Type Class Description class
QNTrainer
A Maxent modelTrainer
using L-BFGS algorithm. -
Uses of Trainer in opennlp.tools.ml.naivebayes
Classes in opennlp.tools.ml.naivebayes that implement Trainer Modifier and Type Class Description class
NaiveBayesTrainer
Trainsmodels
using the combination of EM algorithm and Naive Bayes classifier which is described in: -
Uses of Trainer in opennlp.tools.ml.perceptron
Classes in opennlp.tools.ml.perceptron that implement Trainer Modifier and Type Class Description class
PerceptronTrainer
Trainsmodels
using the perceptron algorithm.class
SimplePerceptronSequenceTrainer
Trainsmodels
with sequences using the perceptron algorithm.
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