public void ShouldPredictRedValues()
{
var expectedRed = new List <List <double> >
{
new List <double> {
2, 7
},
new List <double> {
4.1, 6.9
},
new List <double> {
6, 7
},
new List <double> {
5.9, 3.9
}
};
for (var k = 1; k <= 3; k++)
{
foreach (var result in expectedRed.Select(predicted =>
Knn.Predict(Knn.EuclideanDist, _trainingData, k, predicted)))
{
Assert.AreEqual(R, result);
}
}
}
public void ShouldPredictGreenValues()
{
var expectedGreen = new List <List <double> >
{
new List <double> {
4, 6
},
new List <double> {
3.5, 6
},
new List <double> {
5.2, 5
}
};
for (var k = 1; k <= 3; k++)
{
foreach (var result in expectedGreen.Select(predicted =>
Knn.Predict(Knn.ManhattanDist, _trainingData, k, predicted)))
{
Assert.AreEqual(G, result);
}
}
}