public IActionResult ShowResult(HierarchicalCreateVM model)
{
var data = _fileService.GetData(model.UploadFile, model.DataType);
IDistance distance = DistanceFactory.GetDistance(model.DistanceType);
IClusterDistance clusterDistance = ClusterDistanceFactory.GetClusterDistance(model.ClusterUnionType);
var result = _service.Clustering(data, distance, clusterDistance, model.CountOfUnionsInStep);
return(View(result));
}
public ClusterEntityDTO Clustering(List <ClusterEntityDTO> clusteringData, IDistance distance, IClusterDistance clusterDistance, int maxUnionInStep)
{
_distance = distance;
_clusterDistance = clusterDistance;
var data = Normlize(clusteringData);
int step = 0;
while (true)
{
data = Union(data, maxUnionInStep, ++step);
if (data.Count == 1)
{
break;
}
}
data[0].Name = "Root";
return(data[0]);
}
