public void RootMeanSquarePercentageRegressionMetricTest_Error_Zero_Error()
{
var targets = new double[] { 1.0, 1.0 };
var predictions = new double[] { 1.0, 1.0 };
var sut = new RootMeanSquarePercentageRegressionMetric();
var result = sut.Error(targets, predictions);
Assert.AreEqual(0.0, result);
}
public void RootMeanSquarePercentageRegressionMetricTest_Error()
{
var targets = new double[] { 1.0, 2.3, 3.1, 4.4, 5.8 };
var predictions = new double[] { 1.0, 2.0, 3.0, 4.0, 5.0 };
var sut = new RootMeanSquarePercentageRegressionMetric();
var result = sut.Error(targets, predictions);
Assert.AreEqual(0.0952294579674858, result, 0.00001);
}
public void RootMeanSquarePercentageRegressionMetricTest_Error_All_Targets_Zero()
{
var targets = new double[] { 0.0, 0.0 };
var predictions = new double[] { 0.0, 0.0 };
var sut = new RootMeanSquarePercentageRegressionMetric();
var result = sut.Error(targets, predictions);
Assert.AreEqual(double.MaxValue, result);
}
