Package com.heatonresearch.aifh.examples.capstone.model.milestone2

Examples of com.heatonresearch.aifh.examples.capstone.model.milestone2.CrossValidate

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            File submitInfoPath = new File(dataPath, "submit-" + now + ".txt");

            PrintWriter pw = new PrintWriter(new FileWriter(submitInfoPath));
            pw.println("Crossvalidation stats:");
            for (int i = 0; i < cross.size(); i++) {
                CrossValidateFold fold = cross.getFolds().get(i);
                pw.println("Fold #" + (i + 1) + " : Score: " + fold.getScore());
            }
            pw.println("Average Score: " + cross.getScore());
            pw.println();
            pw.println(Arrays.toString(bestNetwork.getLongTermMemory()));
            pw.close();
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            filename = args[0];
        }

        File dataPath = new File(filename);

        FitTitanic fit = new FitTitanic();
        fit.process(dataPath);

        RBFNetwork bestNetwork = fit.getBestNetwork();

        SubmitTitanic submit = new SubmitTitanic();
        submit.submit(dataPath, bestNetwork, fit.getCrossvalidation());
    }
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Related Classes of com.heatonresearch.aifh.examples.capstone.model.milestone2.CrossValidate

  • com.heatonresearch.aifh.examples.capstone.model.milestone1.TitanicStats
  • com.heatonresearch.aifh.examples.capstone.model.milestone3.SubmitTitanic
  • com.heatonresearch.aifh.general.data.BasicData
  • com.heatonresearch.aifh.learning.RBFNetwork
  • com.heatonresearch.aifh.learning.RegressionAlgorithm
  • com.heatonresearch.aifh.learning.score.ScoreFunction
  • com.heatonresearch.aifh.learning.TrainPSO
  • com.heatonresearch.aifh.randomize.GenerateRandom
  • com.heatonresearch.aifh.randomize.MersenneTwisterGenerateRandom
  • java.io.File
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