Package com.heatonresearch.aifh.examples.capstone.model.milestone1

Examples of com.heatonresearch.aifh.examples.capstone.model.milestone1.TitanicStats


            FileOutputStream fos = new FileOutputStream(submitPath);
            CSVWriter csv = new CSVWriter(new OutputStreamWriter(fos));
            csv.writeNext(new String[]{"PassengerId", "Survived"});

            TitanicStats stats = new TitanicStats();
            NormalizeTitanic.analyze(stats, trainingPath);
            NormalizeTitanic.analyze(stats, testPath);

            List<String> ids = new ArrayList<String>();
            List<BasicData> training = NormalizeTitanic.normalize(stats, testPath, ids,
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        GenerateRandom rnd = new MersenneTwisterGenerateRandom();

        try {

            // Generate stats on the titanic.
            TitanicStats stats = new TitanicStats();
            NormalizeTitanic.analyze(stats, trainingPath);
            NormalizeTitanic.analyze(stats, testPath);

            // Get the training data for the titanic.
            List<BasicData> training = NormalizeTitanic.normalize(stats, trainingPath, null,
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