Uses of Class
opennlp.tools.ml.AbstractTrainer
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Packages that use AbstractTrainer Package Description opennlp.tools.ml opennlp.tools.ml.maxent Provides main functionality of the maxent package including data structures and algorithms for parameter estimation.opennlp.tools.ml.maxent.quasinewton opennlp.tools.ml.naivebayes opennlp.tools.ml.perceptron -
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Uses of AbstractTrainer in opennlp.tools.ml
Subclasses of AbstractTrainer in opennlp.tools.ml Modifier and Type Class Description class
AbstractEventModelSequenceTrainer
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AbstractEventTrainer
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AbstractSequenceTrainer
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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. -
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
Maxent model trainer 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
Trains models using the combination of EM algorithm and Naive Bayes classifier which is described in: Text Classification from Labeled and Unlabeled Documents using EM Nigam, McCallum, et al paper of 2000 -
Uses of AbstractTrainer in opennlp.tools.ml.perceptron
Subclasses of AbstractTrainer in opennlp.tools.ml.perceptron Modifier and Type Class Description class
PerceptronTrainer
Trains models using the perceptron algorithm.class
SimplePerceptronSequenceTrainer
Trains models for sequences using the perceptron algorithm.
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