Examples of NNConfig


Examples of aima.core.learning.neural.NNConfig

      Numerizer numerizer = new IrisDataSetNumerizer();
      NNDataSet innds = new IrisNNDataSet();

      innds.createExamplesFromDataSet(irisDataSet, numerizer);

      NNConfig config = new NNConfig();
      config.setConfig(FeedForwardNeuralNetwork.NUMBER_OF_INPUTS, 4);
      config.setConfig(FeedForwardNeuralNetwork.NUMBER_OF_OUTPUTS, 3);
      config.setConfig(FeedForwardNeuralNetwork.NUMBER_OF_HIDDEN_NEURONS,
          6);
      config
          .setConfig(FeedForwardNeuralNetwork.LOWER_LIMIT_WEIGHTS,
              -2.0);
      config.setConfig(FeedForwardNeuralNetwork.UPPER_LIMIT_WEIGHTS, 2.0);

      FeedForwardNeuralNetwork ffnn = new FeedForwardNeuralNetwork(config);
      ffnn.setTrainingScheme(new BackPropLearning(0.1, 0.9));

      ffnn.trainOn(innds, 10);
View Full Code Here

Examples of aima.core.learning.neural.NNConfig

    Numerizer numerizer = new IrisDataSetNumerizer();
    NNDataSet innds = new IrisNNDataSet();

    innds.createExamplesFromDataSet(irisDataSet, numerizer);

    NNConfig config = new NNConfig();
    config.setConfig(FeedForwardNeuralNetwork.NUMBER_OF_INPUTS, 4);
    config.setConfig(FeedForwardNeuralNetwork.NUMBER_OF_OUTPUTS, 3);
    config.setConfig(FeedForwardNeuralNetwork.NUMBER_OF_HIDDEN_NEURONS, 6);
    config.setConfig(FeedForwardNeuralNetwork.LOWER_LIMIT_WEIGHTS, -2.0);
    config.setConfig(FeedForwardNeuralNetwork.UPPER_LIMIT_WEIGHTS, 2.0);

    FeedForwardNeuralNetwork ffnn = new FeedForwardNeuralNetwork(config);
    ffnn.setTrainingScheme(new BackPropLearning(0.1, 0.9));

    ffnn.trainOn(innds, 10);
View Full Code Here
TOP
Copyright © 2018 www.massapi.com. All rights reserved.
All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.