public void Search_001()
{
var nnc = new PercentileKNearestNeighborCalculator(
x: new Percentile(11),
data: new Percentile[] {
new Percentile(1),
new Percentile(5),
new Percentile(9),
new Percentile(13),
new Percentile(18),
new Percentile(25)
},
k: 2
);
Maybe <List <KnnResult <Percentile> > > resultMaybe = nnc.Search();
//Assert.IsNotNull(result);
Assert.IsTrue(resultMaybe.HasValue);
var result = resultMaybe.Value;
Assert.AreEqual(new Percentile(9), result[0].Value);
Assert.AreEqual(new Percentile(13), result[1].Value);
}
public Foot Generate()
{
Percentile rndPct = _percentileGenerator.Generate();
var calculator = new PercentileKNearestNeighborCalculator <Foot>(rndPct, _data);
return(calculator.GetNearestNeighbours().Value[0].Value.Object);
}
public PercentileGrowth GetForPercentile(Percentile percentile)
{
var calculator = new PercentileKNearestNeighborCalculator
(
percentile,
_growths.Select(pg => pg.Percentile).ToArray()
);
Maybe <List <KnnResult <Percentile> > > resultList = calculator.Search();
resultList.ValueOrThrow(new ApplicationException("No value returned"));
KnnResult <Percentile> knnResult = resultList.Value[0];
return(_growths[knnResult.Position.IndexValue]);
}