AIMA.Test.Core.Unit.Probability.BayesNetTest.createBurglaryNetwork C# (CSharp) Method

	private BayesNet createBurglaryNetwork() {
		BayesNetNode burglary = new BayesNetNode("Burglary");
		BayesNetNode earthquake = new BayesNetNode("EarthQuake");
		BayesNetNode alarm = new BayesNetNode("Alarm");
		BayesNetNode johnCalls = new BayesNetNode("JohnCalls");
		BayesNetNode maryCalls = new BayesNetNode("MaryCalls");

		alarm.influencedBy(burglary, earthquake);
		johnCalls.influencedBy(alarm);
		maryCalls.influencedBy(alarm);

		burglary.setProbability(true, 0.001);
		earthquake.setProbability(true, 0.002);

		alarm.setProbability(true, true, 0.95);
		alarm.setProbability(true, false, 0.94);
		alarm.setProbability(false, true, 0.29);
		alarm.setProbability(false, false, 0.001);

		johnCalls.setProbability(true, 0.90);
		johnCalls.setProbability(false, 0.05);

		maryCalls.setProbability(true, 0.70);
		maryCalls.setProbability(false, 0.01);

		BayesNet net = new BayesNet(burglary, earthquake);
		return net;
	}
}