AIMA.Probability.Example.BayesNetExampleFactory.constructBurglaryAlarmNetwork C# (CSharp) Method

constructBurglaryAlarmNetwork() public static method

public static constructBurglaryAlarmNetwork ( ) : BayesianNetwork
return BayesianNetwork
        public static BayesianNetwork constructBurglaryAlarmNetwork()
        {
            FiniteNode burglary = new FullCPTNode(ExampleRV.BURGLARY_RV,
                                                  new double[] {0.001, 0.999});
            FiniteNode earthquake = new FullCPTNode(ExampleRV.EARTHQUAKE_RV,
                                                    new double[] {0.002, 0.998});
            FiniteNode alarm = new FullCPTNode(ExampleRV.ALARM_RV, new double[]
                                                                       {
                                                                           // B=true, E=true, A=true
                                                                           0.95,
                                                                           // B=true, E=true, A=false
                                                                           0.05,
                                                                           // B=true, E=false, A=true
                                                                           0.94,
                                                                           // B=true, E=false, A=false
                                                                           0.06,
                                                                           // B=false, E=true, A=true
                                                                           0.29,
                                                                           // B=false, E=true, A=false
                                                                           0.71,
                                                                           // B=false, E=false, A=true
                                                                           0.001,
                                                                           // B=false, E=false, A=false
                                                                           0.999
                                                                       }, burglary, earthquake);

            FiniteNode johnCalls = new FullCPTNode(ExampleRV.JOHN_CALLS_RV,
                                                   new double[]
                                                       {
                                                           // A=true, J=true
                                                           0.90,
                                                           // A=true, J=false
                                                           0.10,
                                                           // A=false, J=true
                                                           0.05,
                                                           // A=false, J=false
                                                           0.95
                                                       }, alarm);

            FiniteNode maryCalls = new FullCPTNode(ExampleRV.MARY_CALLS_RV,
                                                   new double[]
                                                       {
                                                           // A=true, M=true
                                                           0.70,
                                                           // A=true, M=false
                                                           0.30,
                                                           // A=false, M=true
                                                           0.01,
                                                           // A=false, M=false
                                                           0.99
                                                       }, alarm);

            return new BayesNet(burglary, earthquake);
        }