public void CountOutputsFromClassLabels_CountCorrectOutputs()
{
Params.inputDataDimension = 3;
Samples samples = new Samples();
samples.Items.Add(new Sample(new double[] { 1, 2, 3 }, 1, 0));
samples.Items.Add(new Sample(new double[] { 2, 3, 4 }, 1, 0));
samples.Items.Add(new Sample(new double[] { 1, 2, 3 }, 2, 0));
samples.Items.Add(new Sample(new double[] { 3, 4, 5 }, 2, 0));
samples.Items.Add(new Sample(new double[] { 5, 6, 7 }, 2, 0));
samples.Items.Add(new Sample(new double[] { 6, 3, 7 }, 3, 0));
samples.CountOutputsFromClassLabels();
Assert.IsTrue(samples.Items[1].Y.EqualsToVector(new Vector(new double[] { 1.5, 2.5, 3.5 })));
Assert.IsTrue(samples.Items[2].Y.EqualsToVector(new Vector(new double[] { 3.0, 4.0, 5.0 })));
Assert.IsTrue(samples.Items[3].Y.EqualsToVector(new Vector(new double[] { 3.0, 4.0, 5.0 })));
Assert.IsTrue(samples.Items[4].Y.EqualsToVector(new Vector(new double[] { 3.0, 4.0, 5.0 })));
Assert.IsTrue(samples.Items[5].Y.EqualsToVector(new Vector(new double[] { 6.0, 3.0, 7.0 })));
}