| 1 | using HeuristicLab.Analysis.FitnessLandscape;
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| 2 | using Microsoft.VisualStudio.TestTools.UnitTesting;
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| 3 |
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| 4 | namespace UnitTests {
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| 5 | [TestClass]
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| 6 | public class InformationAnalysisTest {
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| 7 | [TestMethod]
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| 8 | public void TestFeatures() {
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| 9 | var qualities = new double[] { 1, 2, 1, 3, 2, 4, 2, 1, 1, 2, 4, 4, 3, 1 };
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| 10 | var ia = new InformationAnalysis(qualities);
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| 11 |
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| 12 | Assert.AreEqual(0.8224, ia.InformationContent[0], 1e-04);
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| 13 | Assert.AreEqual(0.4603, ia.DensityBasinInformation[0], 1e-04);
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| 14 | Assert.AreEqual(0.6154, ia.PartialInformationContent[0], 1e-04);
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| 15 | Assert.AreEqual(0.9008, ia.TotalEntropy[0], 1e-04);
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| 16 | Assert.AreEqual(2, ia.InformationStability);
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| 17 | Assert.AreEqual(4.0 / qualities.Length, ia.Diversity, 1e-07);
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| 18 | Assert.AreEqual(5.0 / (qualities.Length - 1), ia.Regularity, 1e-07);
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| 19 | Assert.AreEqual(0.4603, ia.PeakDensityBasinInformation.Value, 1e-04);
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| 20 | Assert.AreEqual(0.8224, ia.PeakInformationContent.Value, 1e-04);
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| 21 | Assert.AreEqual(0.9008, ia.PeakTotalEntropy.Value, 1e-04);
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| 22 | Assert.AreEqual(0.7642, ia.SymmetricInformationContent[0], 1e-04);
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| 23 | Assert.AreEqual(0.2987, ia.SymmetricDensityBasinInformation[0], 1e-04);
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| 24 | Assert.AreEqual(0.7068, ia.SymmetricTotalEntropy[0], 1e-04);
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| 25 | }
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| 26 | }
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| 27 | }
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