Package cc.mallet.fst

Examples of cc.mallet.fst.CRFTrainerByStochasticGradient.train()

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        + crf.averageTokenAccuracy(lists[1]));
    System.out.println("Training...");
    // either fixed learning rate or selected on a sample
    crft.setLearningRateByLikelihood(lists[0]);
    // crft.setLearningRate(0.01);
    crft.train(lists[0], 100);
    crf.print();
    System.out.println("Training Accuracy after training = "
        + crf.averageTokenAccuracy(lists[0]));
    System.out.println("Testing  Accuracy after training = "
        + crf.averageTokenAccuracy(lists[1]));
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        + crf.averageTokenAccuracy(lists[1]));
    System.out.println("Training...");
    // either fixed learning rate or selected on a sample
    crft.setLearningRateByLikelihood(lists[0]);
    // crft.setLearningRate(0.01);
    crft.train(lists[0], 100);
    crf.print();
    System.out.println("Training Accuracy after training = "
        + crf.averageTokenAccuracy(lists[0]));
    System.out.println("Testing  Accuracy after training = "
        + crf.averageTokenAccuracy(lists[1]));
View Full Code Here
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