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

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

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

com.heatonresearch.aifh.examples.capstone.model.milestone1.TitanicStats
aggle.com/c/titanic-gettingStarted
There are three parts to this assignment.
Part 1: Obtain and normalize data, extrapolate features Part 2: Cross validate and select model hyperparameters Part 3: Build Kaggle submission file
This is part 1 of the project.
[age,sex-male,pclass,sibsp,parch,fare,embarked-c,embarked-q,embarked-s,name-mil,name-nobility,name-dr,name-clergy]


            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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Related Classes of com.heatonresearch.aifh.examples.capstone.model.milestone1.NormalizeTitanic

au.com.bytecode.opencsv.CSVReader

au.com.bytecode.opencsv.CSVWriter

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

com.heatonresearch.aifh.examples.capstone.model.milestone3.SubmitTitanic

com.heatonresearch.aifh.general.data.BasicData

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