Package aima.core.learning.neural

Examples of aima.core.learning.neural.NNDataSet.refreshDataset()

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      Perceptron perc = new Perceptron(3, 4);

      perc.trainOn(innds, 10);

      innds.refreshDataset();
      int[] result = perc.testOnDataSet(innds);
      System.out.println(result[0] + " right, " + result[1] + " wrong");
    } catch (Exception e) {
      e.printStackTrace();
    }
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      FeedForwardNeuralNetwork ffnn = new FeedForwardNeuralNetwork(config);
      ffnn.setTrainingScheme(new BackPropLearning(0.1, 0.9));

      ffnn.trainOn(innds, 10);

      innds.refreshDataset();
      int[] result = ffnn.testOnDataSet(innds);
      System.out.println(result[0] + " right, " + result[1] + " wrong");
    } catch (Exception e) {
      e.printStackTrace();
    }
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    FeedForwardNeuralNetwork ffnn = new FeedForwardNeuralNetwork(config);
    ffnn.setTrainingScheme(new BackPropLearning(0.1, 0.9));

    ffnn.trainOn(innds, 10);

    innds.refreshDataset();
    ffnn.testOnDataSet(innds);
  }

  @Test
  public void testPerceptron() throws Exception {
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    Perceptron perc = new Perceptron(3, 4);

    perc.trainOn(innds, 10);

    innds.refreshDataset();
    perc.testOnDataSet(innds);
  }
}
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