public void GenerateSingleLayer()
{
var generator = new RandomMultiLayerGenerator();
foreach (var n in Enumerable.Range(2, 10))
{
var network = generator.GenerateSingleLayer(n, 0.55);
Assert.Equal(n, network.Actors.Count());
}
}
public void TestRandom()
{
var generator = new RandomMultiLayerGenerator();
var random = new Random();
var network = generator.GenerateSingleLayer(5, 0.65);
var communities = new Louvain().Apply(network);
var count = communities.SelectMany(c => c.Actors).Count();
Assert.Equal(5, count);
}
public void TestRandom()
{
var generator = new RandomMultiLayerGenerator();
var random = new Random();
var network = generator.GenerateSingleLayer(5, 0.65);
var communities = _labelPropagation.GetCommunities(network);
var count = communities.SelectMany(c => c.Actors).Count();
Assert.Equal(5, count);
}
public void TestRandom()
{
var random = new Random();
var generator = new RandomMultiLayerGenerator();
for (var n = 2; n < 15; n++)
{
var network = generator.GenerateSingleLayer(n, 0.65);
var communities = new CLECCCommunityDetection().Apply(network, 1, 2);
var count = communities.SelectMany(c => c.Actors).Count();
Assert.Equal(n, count);
}
}
public void TestRandom()
{
var random = new Random();
var generator = new RandomMultiLayerGenerator();
for (var i = 8; i < 15; i++)
{
var p = random.Next(6, 10) / 10.0;
var l = random.Next(2, 10);
var n = generator.Generate(i, l, p);
var a = n.Actors;
var abacus = new ABACUS();
var communities = abacus.Apply(n, n => new Louvain().Apply(n), 2);
var actors = communities.SelectMany(c => c.Actors).Distinct();
Assert.Empty(a.Except(actors));
communities.ForEach(c => Assert.NotEmpty(c.Actors));
}
}
public void PerformanceBetweenOneAndZero()
{
var r = new Random();
var g = new RandomMultiLayerGenerator();
for (var n = 2; n < 50; n++)
{
var network = g.GenerateSingleLayer(n, 0.65);
var communityCount = r.Next(2, n);
var communities = Enumerable
.Range(0, communityCount)
.Select(c => new Community())
.ToList();
foreach (var actor in network.Actors)
{
var c = r.Next(0, communityCount);
communities[c].Actors.Add(actor);
}
var performance = Performance.Get(network, communities);
Assert.True(performance >= 0.0, "Performance was less than zero.");
Assert.True(performance <= 1.0, "Performance was greater than one.");
}
}
