public ClusterAlgorithm(Set set, Proximity diss)
{
if (set == null || diss == null)
throw new ArgumentNullException("Parametro Incorrecto en el constructor de la clase ClusterAlgorithm");
this.Set = set;
this.Proximity = diss;
}
public LAC(Set set, Proximity diss)
: base(set, diss)
{
H = 9;
Name = "Locally Adaptive Clustering";
ProximityType = ProximityType.None;
}
public Metis(Set set, Proximity diss)
: base(set, diss)
{
Name = "Metis";
//ProximityType = ProximityType.Both;
ProximityType = ProximityType.Similarity;
}
public Flexible_LanceAndWilliams(Set set, Proximity diss)
: base(set, diss)
{
Beta = 0.5;
Name = "Flexible (Lance and Williams) ";
ProximityType = ProximityType.Dissimilarity;
}
public CentroidLink(Set set, Proximity diss)
: base(set, diss)
{
Name = "Centroid Link";
ProximityType = ProximityType.Dissimilarity;
}
public MedianLink(Set set, Proximity diss)
: base(set, diss)
{
Name = "Median Link";
ProximityType = ProximityType.Dissimilarity;
}
public WeightedAverage(Set set, Proximity diss)
: base(set, diss)
{
Name = "Weighted Average Link";
ProximityType = ProximityType.Dissimilarity;
}
public SingleLink(Set set, Proximity diss)
: base(set, diss)
{
Name = "Single Link";
ProximityType = ProximityType.Dissimilarity;
}
public GroupAverage(Set set, Proximity diss)
: base(set, diss)
{
Name = "Group Average Link";
ProximityType = ProximityType.Dissimilarity;
}
private bool VerifyProximity(ProximityType aProximityType, Proximity aProximity)
{
try
{
switch (aProximityType)
{
case ProximityType.Similarity:
if (aProximity is Similarity)
return true;
break;
case ProximityType.Dissimilarity:
if (aProximity is Dissimilarity)
return true;
break;
case ProximityType.None:
return true;
break;
default:
return false;
}
return false;
}
catch (Exception _ex)
{
GeneralTools.Tools.WriteToLog(_ex);
return false;
}
}
public AgglomerativeWithLifetime(Set set, Proximity diss)
: base(set, diss)
{ Name = "Agglomerative with Lifetime"; }
public Agglomerative(Set set, Proximity diss)
: base(set, diss)
{ Name = "Agglomerative"; }
public Hierarchical(Set set, Proximity diss)
: base(set, diss)
{ Name = "Hierarchical"; }
public DivisiveWithLifetime(Set set, Proximity diss)
: base(set, diss)
{ Name = "Divisive with Lifetime"; }
public Divisive(Set set, Proximity diss)
: base(set, diss)
{ Name = "Divisive"; }
public CompleteLink(Set set, Proximity diss)
: base(set, diss)
{
Name = "Complete Link";
ProximityType = ProximityType.Dissimilarity;
}
public SAHN_StopRules(Set set, Proximity diss)
: base(set, diss)
{
ProximityType = ProximityType.Dissimilarity;
}
public KMeans(Set set, Proximity diss)
: base(set, diss)
{
Name = "K-Means";
ProximityType = ProximityType.Dissimilarity;
}
