Uses of Class
opennlp.tools.ml.AbstractTrainer
-
Packages that use AbstractTrainer 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. -
-
Uses of AbstractTrainer in opennlp.tools.ml
Subclasses of AbstractTrainer in opennlp.tools.ml Modifier and Type Class Description class
AbstractEventModelSequenceTrainer
A basicEventModelSequenceTrainer
implementation that processesevents
.class
AbstractEventTrainer
A basicEventTrainer
implementation. -
Uses of AbstractTrainer in opennlp.tools.ml.maxent
Subclasses of AbstractTrainer in opennlp.tools.ml.maxent Modifier and Type Class Description class
GISTrainer
An implementation of Generalized Iterative Scaling (GIS). -
Uses of AbstractTrainer in opennlp.tools.ml.maxent.quasinewton
Subclasses of AbstractTrainer in opennlp.tools.ml.maxent.quasinewton Modifier and Type Class Description class
QNTrainer
A Maxent modelTrainer
using L-BFGS algorithm. -
Uses of AbstractTrainer in opennlp.tools.ml.naivebayes
Subclasses of AbstractTrainer in opennlp.tools.ml.naivebayes Modifier and Type Class Description class
NaiveBayesTrainer
Trainsmodels
using the combination of EM algorithm and Naive Bayes classifier which is described in: -
Uses of AbstractTrainer in opennlp.tools.ml.perceptron
Subclasses of AbstractTrainer in opennlp.tools.ml.perceptron Modifier and Type Class Description class
PerceptronTrainer
Trainsmodels
using the perceptron algorithm.class
SimplePerceptronSequenceTrainer
Trainsmodels
with sequences using the perceptron algorithm.
-