public void PerformMultiValueDiscreteDataSplit() { // Given var testData = TestDataBuilder.ReadWeatherDataWithCategoricalAttributes(); var splitParams = new SplittingParams("Outlook", "Play"); var expectedRowCounts = new Dictionary<object, int> { ["Sunny"] = 5, ["Overcast"] = 4, ["Rainy"] = 5 }; // When var splittedData = MultiValueDiscreteDataSplitter.SplitData(testData, splitParams); // Then Assert.AreEqual(expectedRowCounts.Count, splittedData.Count); foreach (var splittedResult in splittedData) { var expectedCount = expectedRowCounts[splittedResult.SplitLink.TestResult]; Assert.AreEqual(expectedCount, splittedResult.SplittedDataFrame.RowCount); Assert.AreEqual(expectedCount, splittedResult.SplitLink.InstancesCount); } }
protected bool Equals(SplittingParams other) { return(string.Equals(this.SplitOnFeature, other.SplitOnFeature) && string.Equals(this.DependentFeatureName, other.DependentFeatureName)); }
protected bool Equals(SplittingParams other) { return string.Equals(this.SplitOnFeature, other.SplitOnFeature) && string.Equals(this.DependentFeatureName, other.DependentFeatureName); }