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 interfaceEventModelSequenceTrainer<T>A specializedTrainerthat is based on a 'EventModelSequence' approach.interfaceEventTrainerinterfaceSequenceTrainerClasses in opennlp.tools.ml that implement Trainer Modifier and Type Class Description classAbstractEventModelSequenceTrainerA basicEventModelSequenceTrainerimplementation that processesevents.classAbstractEventTrainerA basicEventTrainerimplementation.classAbstractTrainer -
Uses of Trainer in opennlp.tools.ml.maxent
Classes in opennlp.tools.ml.maxent that implement Trainer Modifier and Type Class Description classGISTrainerAn 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 classQNTrainerA Maxent modelTrainerusing 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 classNaiveBayesTrainerTrainsmodelsusing 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 classPerceptronTrainerTrainsmodelsusing the perceptron algorithm.classSimplePerceptronSequenceTrainerTrainsmodelswith sequences using the perceptron algorithm.
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