Package sequence

Examples of sequence.Mira.batchTrain()

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  public static LinearTagger trainMira(boolean doAveraging, int numIters,
      ArrayList<SequenceInstance> train, Alphabet xA, Alphabet yA) {
    Mira p = new Mira(doAveraging, numIters, xA, yA,
        new TwoYwithXFeatureFunction(xA, yA), new HammingLoss());
    LinearTagger h = p.batchTrain(train);
    return h;
  }

  public static LinearTagger trainCRF(ArrayList<SequenceInstance> train,
      Alphabet xA, Alphabet yA) {
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  private LinearTagger trainMira(ArrayList<SequenceInstance> data,
      Alphabet xA, Alphabet yA, int numIters, boolean doAveraging) {

    Mira mira = new Mira(doAveraging, numIters, xA, yA,
        new TwoYwithXFeatureFunction(xA, yA), new HammingLoss());
    return mira.batchTrain(data);
  }

  @SuppressWarnings("unused")
  private LinearTagger trainPerceptron(ArrayList<SequenceInstance> data,
      Alphabet xA, Alphabet yA, int numIters, boolean doAveraging) {
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