static void Main(string[] args)
{
HCQueryEvaluator qe = new HCQueryEvaluator("CA.txt", 12, CurveType.UpLeft);
//Console.WriteLine(qe.KnnQuery(new Point(3f, 5f), 1));
//From 1 to 5 percent
for (int k = 1; k <= 10; k++)
{
Console.WriteLine(k + " Nearest Neighbor");
//For each experiment, run 100 times
for (int i = 0; i < 500; i++)
{
double x = RandX();
Console.WriteLine(qe.KnnQuery(
new Point((float)x, (float)y(x)), k));
}
}
}
public ExperimentResults<int> HCKnnQuery(
string dataFile, int order, int min, int max,
int inc, int trials)
{
HCQueryEvaluator qe = new HCQueryEvaluator(dataFile, order, CurveType.UpLeft);
ExperimentResults<int> result = new ExperimentResults<int>(
"knn_hc_" + order + '_' + min + '_' + max);
//Area
for (int k = 1; k <= 10; k+=inc)
{
result.AddCategory(k + " NN");
//For each experiment, run trial number of times
for (int i = 0; i < trials; i++)
{
result.AddResult(qe.KnnQuery(
qp.GetRandomQueryPoint(),
k));
}
}
return result;
}
