public void TrainAll_ZeroTime_ValidateResultsCount()
{
var mlContext = new MLContext(0);
var fakeData = new FakeData(mlContext);
var autoRegression = new AutoRegression();
var labels = typeof(MLPersonComputerModel)
.GetPropertiesNamesByAttribute <RegressionLabelAttribute>()
.ToList();
Assert.NotEmpty(labels);
var results = autoRegression.TrainModel(mlContext,
null,
fakeData.EnumerateData(),
0)
.ToList();
Assert.NotEmpty(results);
Assert.Equal(labels.Count, results.Count);
}
public void AutoTest()
{
decimal[] vector =
{
345113,
441452,
544153,
720731,
948056,
913345,
1082569,
1302079,
1459096
};
var autoRegression = new AutoRegression();
autoRegression.Compute(vector, 1);
Assert.AreEqual(113436.67, (double)autoRegression.Alpha, 0.01);
Assert.AreEqual(1.0327, (double)autoRegression.Beta, 0.001);
Assert.AreEqual(0.9713, (double)autoRegression.RValue, 0.001);
Assert.AreEqual(0.9434, (double)autoRegression.RSquared, 0.001);
}
