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; }