Package aima.core.probability.bayes.impl

Examples of aima.core.probability.bayes.impl.BayesNet

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            // R_t = false, U_t = true
            0.2,
            // R_t = false, U_t = false
            0.8 }, rain_t);

    return new FiniteBayesModel(new BayesNet(rain_tm1));
  }
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        1.0 / 6.0 });
    FiniteNode dice2 = new FullCPTNode(ExampleRV.DICE_2_RV, new double[] {
        1.0 / 6.0, 1.0 / 6.0, 1.0 / 6.0, 1.0 / 6.0, 1.0 / 6.0,
        1.0 / 6.0 });

    return new BayesNet(dice1, dice2);
  }
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        // C=false, Catch=true
        0.2,
        // C=false, Catch=false
        0.8 }, cavity);

    return new BayesNet(cavity);
  }
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            // cloudy
            0.29,
            // snow
            0.01 });

    return new BayesNet(cavity, weather);
  }
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            0.009986199723994478,
            // M=false, S=false
            0.9900138002760055

        }, meningitis);
    return new BayesNet(meningitis);
  }
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            // A=false, M=true
            0.01,
            // A=false, M=false
            0.99 }, alarm);

    return new BayesNet(burglary, earthquake);
  }
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            // Sprinkler=false, Rain=false, WetGrass=true
            0.0,
            // Sprinkler=false, Rain=false, WetGrass=false
            1.0 }, sprinkler, rain);

    return new BayesNet(cloudy);
  }
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   */
  public static DynamicBayesianNetwork getUmbrellaWorldNetwork() {
    FiniteNode prior_rain_tm1 = new FullCPTNode(ExampleRV.RAIN_tm1_RV,
        new double[] { 0.5, 0.5 });

    BayesNet priorNetwork = new BayesNet(prior_rain_tm1);

    // Prior belief state
    FiniteNode rain_tm1 = new FullCPTNode(ExampleRV.RAIN_tm1_RV,
        new double[] { 0.5, 0.5 });
    // Transition Model
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        1.0 / 6.0 });
    FiniteNode dice2 = new FullCPTNode(ExampleRV.DICE_2_RV, new double[] {
        1.0 / 6.0, 1.0 / 6.0, 1.0 / 6.0, 1.0 / 6.0, 1.0 / 6.0,
        1.0 / 6.0 });

    return new BayesNet(dice1, dice2);
  }
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        // C=false, Catch=true
        0.2,
        // C=false, Catch=false
        0.8 }, cavity);

    return new BayesNet(cavity);
  }
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Related Classes of aima.core.probability.bayes.impl.BayesNet

  • aima.core.probability.bayes.Node
  • aima.core.probability.example.BayesNetExampleFactory
  • aima.core.probability.example.DynamicBayesNetExampleFactory
  • aima.core.probability.example.GenericTemporalModelFactory
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