Examples of org.encog.neural.cpn.training.TrainInstar

org.encog.neural.cpn.training.TrainInstar
Used for Instar training of a CPN neural network. A CPN network is a hybrid supervised/unsupervised network. The Instar training handles the unsupervised portion of the training.

  
  public void trainInstar(CPN network,MLDataSet training)
  {
    int epoch = 1;


    MLTrain train = new TrainInstar(network,training,0.1,true);
    do {
      train.iteration();
      System.out
          .println("Training instar, Epoch #" + epoch + ", Error: " + train.getError() );
      epoch++;
    } while(train.getError()>0.01);
  }

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      InputInstar dialog = new InputInstar();


      if (dialog.process()) {
        double learnRate = dialog.getLearningRate().getValue();
        boolean init = dialog.getInitWeights().getValue();
        TrainInstar train = new TrainInstar((CPN)file.getObject(),trainingData,learnRate,init);
        startup(file,train, dialog.getMaxError().getValue()/100.0);
      }
    } else if (sel.getSelected() == selectOutstar) {
      InputOutstar dialog = new InputOutstar();

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Related Classes of org.encog.neural.cpn.training.TrainInstar

org.encog.examples.neural.cpn.RocketCPN

org.encog.ml.data.MLData

org.encog.neural.NeuralNetworkError

org.encog.workbench.process.TrainBasicNetwork

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