Serghei Cebotari
60aa15ff43
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Test ML model / build (push) Successful in 1m3s
24 lines
1.2 KiB
C#
24 lines
1.2 KiB
C#
using RhSolutions.ML.Lib;
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namespace RhSolutions.ML.Tests;
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public class ModelTests
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{
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[Test]
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public void EvaluateTest()
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{
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var testMetrics = RhSolutionsMLBuilder.EvaluateModel();
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Console.WriteLine($"*************************************************************************************************************");
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Console.WriteLine($"* Metrics for Multi-class Classification model - Test Data ");
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Console.WriteLine($"*------------------------------------------------------------------------------------------------------------");
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Console.WriteLine($"* MicroAccuracy: {testMetrics.MicroAccuracy:0.###}");
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Console.WriteLine($"* MacroAccuracy: {testMetrics.MacroAccuracy:0.###}");
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Console.WriteLine($"* LogLoss: {testMetrics.LogLoss:#.###}");
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Console.WriteLine($"* LogLossReduction: {testMetrics.LogLossReduction:#.###}");
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Console.WriteLine($"*************************************************************************************************************");
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Assert.That(testMetrics.MicroAccuracy, Is.AtLeast(0.95));
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Assert.That(testMetrics.MacroAccuracy, Is.AtLeast(0.95));
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Assert.That(testMetrics.LogLoss, Is.AtMost(0.2));
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Assert.That(testMetrics.LogLossReduction, Is.AtLeast(0.80));
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}
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} |