public virtual void TestEMD_standard1()
{
var e = new EMD();
var costMatrix = new []{
new []{109.927246, 97.283089, 352.900848},
new []{211.955185, 195.971939, 348.094818},
new []{244.180267, 115.429634, 254.909790},
new []{141.435501, 52.000000, 334.752136}
};
var s1 = new Signature(new[] { 0.4, 0.3, 0.2, 0.1 });
var s2 = new Signature(new[] { 0.5, 0.3, 0.2 });
double ris = e.Emd(s1, s2, costMatrix, null, 0, null);
System.Console.Out.WriteLine(ris);
var exp = 16054;
Assert.AreEqual(exp, (int)(ris * 100));
}
public void TestEMD_standard2()
{
var e = new EMD();
var Dist = new[]
{
new[] {51.029404, 237.354172, 237.953781},
new[] {87.624199, 212.002365, 180.305298},
new[] {89.448311, 157.556335, 254.517197},
new[] {237.404724, 169.717407, 121.897499}
};
var s1 = new Signature(new[] { 0.2,0.6,0.4,0.1 });
var s2 = new Signature(new[] { 0.1,0.6,0.1 });
double ris = e.Emd(s1, s2, Dist, null, 0, null);
System.Console.Out.WriteLine(ris);
var exp = 15339;
Assert.AreEqual(exp, (int)(ris * 100));
}