Examples of aima.core.probability.bayes.approx.BayesInferenceApproxAdapter

Package aima.core.probability.bayes.approx

Examples of aima.core.probability.bayes.approx.BayesInferenceApproxAdapter

aima.core.probability.bayes.approx.BayesInferenceApproxAdapter
An Adapter class to let BayesSampleInference implementations to be used in places where calls are being made to the BayesInference API. @author Ciaran O'Reilly

  public static void bayesRejectionSamplingDemo() {
    System.out.println("DEMO: Bayes Rejection Sampling N = " + NUM_SAMPLES);
    System.out.println("==============================");
    demoToothacheCavityCatchModel(new FiniteBayesModel(
        BayesNetExampleFactory.constructToothacheCavityCatchNetwork(),
        new BayesInferenceApproxAdapter(new RejectionSampling(),
            NUM_SAMPLES)));
    demoBurglaryAlarmModel(new FiniteBayesModel(
        BayesNetExampleFactory.constructBurglaryAlarmNetwork(),
        new BayesInferenceApproxAdapter(new RejectionSampling(),
            NUM_SAMPLES)));
    System.out.println("==============================");
  }

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    System.out.println("DEMO: Bayes Likelihood Weighting N = "
        + NUM_SAMPLES);
    System.out.println("================================");
    demoToothacheCavityCatchModel(new FiniteBayesModel(
        BayesNetExampleFactory.constructToothacheCavityCatchNetwork(),
        new BayesInferenceApproxAdapter(new LikelihoodWeighting(),
            NUM_SAMPLES)));
    demoBurglaryAlarmModel(new FiniteBayesModel(
        BayesNetExampleFactory.constructBurglaryAlarmNetwork(),
        new BayesInferenceApproxAdapter(new LikelihoodWeighting(),
            NUM_SAMPLES)));
    System.out.println("================================");
  }

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  public static void bayesGibbsAskDemo() {
    System.out.println("DEMO: Bayes Gibbs Ask N = " + NUM_SAMPLES);
    System.out.println("=====================");
    demoToothacheCavityCatchModel(new FiniteBayesModel(
        BayesNetExampleFactory.constructToothacheCavityCatchNetwork(),
        new BayesInferenceApproxAdapter(new GibbsAsk(), NUM_SAMPLES)));
    demoBurglaryAlarmModel(new FiniteBayesModel(
        BayesNetExampleFactory.constructBurglaryAlarmNetwork(),
        new BayesInferenceApproxAdapter(new GibbsAsk(), NUM_SAMPLES)));
    System.out.println("=====================");
  }

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Related Classes of aima.core.probability.bayes.approx.BayesInferenceApproxAdapter

aima.gui.demo.probability.ProbabilityDemo

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