public void Cluster()
{
var matrix = new double[,]
{
{0, 2, 4, 6, 6, 8},
{2, 0, 4, 6, 6, 8},
{4, 4, 0, 6, 6, 8},
{6, 6, 6, 0, 4, 8},
{6, 6, 6, 4, 0, 8},
{8, 8, 8, 8, 8, 0}
};
var upgma = new UpgmaClusterer<char>((o1, o2) => matrix[o1 - 'A', o2 - 'A']);
IBidirectionalGraph<Cluster<char>, ClusterEdge<char>> tree = upgma.GenerateClusters(new[] {'A', 'B', 'C', 'D', 'E', 'F'});
var vertices = new Dictionary<string, Cluster<char>>
{
{"root", new Cluster<char> {Description = "root"}},
{"A", new Cluster<char>('A') {Description = "A"}},
{"B", new Cluster<char>('B') {Description = "B"}},
{"C", new Cluster<char>('C') {Description = "C"}},
{"D", new Cluster<char>('D') {Description = "D"}},
{"E", new Cluster<char>('E') {Description = "E"}},
{"F", new Cluster<char>('F') {Description = "F"}},
{"ABCDE", new Cluster<char> {Description = "ABCDE"}},
{"ABC", new Cluster<char> {Description = "ABC"}},
{"AB", new Cluster<char> {Description = "AB"}},
{"DE", new Cluster<char> {Description = "DE"}}
};
var edges = new[]
{
new ClusterEdge<char>(vertices["root"], vertices["ABCDE"], 1),
new ClusterEdge<char>(vertices["root"], vertices["F"], 4),
new ClusterEdge<char>(vertices["ABCDE"], vertices["ABC"], 1),
new ClusterEdge<char>(vertices["ABCDE"], vertices["DE"], 1),
new ClusterEdge<char>(vertices["ABC"], vertices["AB"], 1),
new ClusterEdge<char>(vertices["ABC"], vertices["C"], 2),
new ClusterEdge<char>(vertices["AB"], vertices["A"], 1),
new ClusterEdge<char>(vertices["AB"], vertices["B"], 1),
new ClusterEdge<char>(vertices["DE"], vertices["D"], 2),
new ClusterEdge<char>(vertices["DE"], vertices["E"], 2)
};
AssertTreeEqual(tree, edges.ToBidirectionalGraph<Cluster<char>, ClusterEdge<char>>());
}
public void ClusterTwoDataObjects()
{
var upgma = new UpgmaClusterer<char>((o1, o2) => 1);
IBidirectionalGraph<Cluster<char>, ClusterEdge<char>> tree = upgma.GenerateClusters(new[] {'A', 'B'});
var vertices = new Dictionary<string, Cluster<char>>
{
{"root", new Cluster<char> {Description = "root"}},
{"A", new Cluster<char>('A') {Description = "A"}},
{"B", new Cluster<char>('B') {Description = "B"}}
};
var edges = new[]
{
new ClusterEdge<char>(vertices["root"], vertices["A"], 0.5),
new ClusterEdge<char>(vertices["root"], vertices["B"], 0.5)
};
AssertTreeEqual(tree, edges.ToBidirectionalGraph<Cluster<char>, ClusterEdge<char>>());
}