Isolate Asia network
parent
1c2bc4513b
commit
fff14ab0b7
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@ -36,6 +36,25 @@ static const DiscreteKey Asia(0, 2), Smoking(4, 2), Tuberculosis(3, 2),
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using ADT = AlgebraicDecisionTree<Key>;
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using ADT = AlgebraicDecisionTree<Key>;
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// Function to construct the Asia example
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DiscreteBayesNet constructAsiaExample() {
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DiscreteBayesNet asia;
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asia.add(Asia, "99/1");
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asia.add(Smoking % "50/50"); // Signature version
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asia.add(Tuberculosis | Asia = "99/1 95/5");
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asia.add(LungCancer | Smoking = "99/1 90/10");
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asia.add(Bronchitis | Smoking = "70/30 40/60");
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asia.add((Either | Tuberculosis, LungCancer) = "F T T T");
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asia.add(XRay | Either = "95/5 2/98");
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asia.add((Dyspnea | Either, Bronchitis) = "9/1 2/8 3/7 1/9");
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return asia;
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}
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/* ************************************************************************* */
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/* ************************************************************************* */
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TEST(DiscreteBayesNet, bayesNet) {
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TEST(DiscreteBayesNet, bayesNet) {
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DiscreteBayesNet bayesNet;
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DiscreteBayesNet bayesNet;
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@ -67,19 +86,7 @@ TEST(DiscreteBayesNet, bayesNet) {
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/* ************************************************************************* */
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/* ************************************************************************* */
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TEST(DiscreteBayesNet, Asia) {
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TEST(DiscreteBayesNet, Asia) {
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DiscreteBayesNet asia;
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DiscreteBayesNet asia = constructAsiaExample();
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asia.add(Asia, "99/1");
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asia.add(Smoking % "50/50"); // Signature version
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asia.add(Tuberculosis | Asia = "99/1 95/5");
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asia.add(LungCancer | Smoking = "99/1 90/10");
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asia.add(Bronchitis | Smoking = "70/30 40/60");
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asia.add((Either | Tuberculosis, LungCancer) = "F T T T");
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asia.add(XRay | Either = "95/5 2/98");
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asia.add((Dyspnea | Either, Bronchitis) = "9/1 2/8 3/7 1/9");
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// Convert to factor graph
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// Convert to factor graph
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DiscreteFactorGraph fg(asia);
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DiscreteFactorGraph fg(asia);
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