private string Stringify(MetricData md)
{
return("DataId: " + md.DataId + " Class: " + md.Id + "\n");
}
public static void PreformMetrics(int k, MetricClass the_one, List <MetricClass> models, int _debug_expected_class)
{
Console.WriteLine(the_one);
List <MetricData> euclidean = new List <MetricData>();
List <MetricData> manhattan = new List <MetricData>();
List <MetricData> chebyshev = new List <MetricData>();
List <MetricData> braycurtis = new List <MetricData>();
//List<MetricData> chebyshev = new List<MetricData>();
foreach (MetricClass item in models)
{
euclidean.Add(new MetricData(item.DataId, Euclidean(the_one.Values, item.Values), item.Id));
manhattan.Add(new MetricData(item.DataId, Manhattan(the_one.Values, item.Values), item.Id));
chebyshev.Add(new MetricData(item.DataId, Chebyshev(the_one.Values, item.Values), item.Id));
braycurtis.Add(new MetricData(item.DataId, BrayCurtis(the_one.Values, item.Values), item.Id));
}
euclidean.Sort((a, b) => a.Result.CompareTo(b.Result));
manhattan.Sort((a, b) => a.Result.CompareTo(b.Result));
chebyshev.Sort((a, b) => a.Result.CompareTo(b.Result));
braycurtis.Sort((a, b) => a.Result.CompareTo(b.Result));
Console.WriteLine("Euclidean");
for (int i = 0; i < euclidean.Count; i++)
{
Console.WriteLine(euclidean[i].ToString());
}
Console.WriteLine("Manhattan");
for (int i = 0; i < manhattan.Count; i++)
{
Console.WriteLine(manhattan[i].ToString());
}
Console.WriteLine("Chebyshev");
for (int i = 0; i < chebyshev.Count; i++)
{
Console.WriteLine(chebyshev[i].ToString());
}
Console.WriteLine("Bray Curtis");
for (int i = 0; i < braycurtis.Count; i++)
{
Console.WriteLine(braycurtis[i].ToString());
}
MetricData basedata = euclidean[0];
euclidean.RemoveAt(0);
manhattan.RemoveAt(0);
chebyshev.RemoveAt(0);
braycurtis.RemoveAt(0);
MetricsSummary summary = new MetricsSummary
{
K = k,
BaseData = basedata,
EuclideanSummary = euclidean,
ManhattanSummary = manhattan,
ChebyshevSummary = chebyshev,
BrayCurtisSummary = braycurtis
};
summary.ShowResults();
summary.Show();
}