void AnalyzeInterClusterDistance()
{
List <Song> centroids = Model.Centroids;
int clustersCount = centroids.Count;
if (clustersCount == 0)
{
throw new ArgumentException("No clusters.");
}
const string id = "centroids_center";
Song centroidsCenter = centroids[0].CloneCleared(id);
for (int i = 1; i < clustersCount; i++)
{
Song centroid = centroids[i];
centroidsCenter.Add(centroid);
}
centroidsCenter.Divide(clustersCount);
IDistanceFunc distanceFunc = Model.DistanceFunc;
InterClusterMeanDistance = 0.0;
foreach (Song centroid in centroids)
{
InterClusterMeanDistance += distanceFunc.GetDistance(centroid, centroidsCenter);
}
InterClusterMeanDistance /= clustersCount;
}
void Awake()
{
GameObject distanceFuncObj = GameObject.Find(_DistanceFuncObjName);
if (distanceFuncObj != null)
{
IDistanceFunc disfun = distanceFuncObj.GetComponent <IDistanceFunc>();
_fractalDistFunc = disfun.DistanceFunction;
_radius = GetComponent <SphereCollider>().radius;
}
}
double GetCentroidMinDistance(Song song, List <Song> centroids, IDistanceFunc distanceFunc)
{
double minDistance = distanceFunc.GetDistance(song, centroids[0]);
for (int centroidIndex = 0; centroidIndex < centroids.Count; centroidIndex++)
{
minDistance = Math.Min(minDistance, distanceFunc.GetDistance(song, centroids[centroidIndex]));
}
return(minDistance);
}
void Awake()
{
if (ON_BURIED_FRACTAL == null)
{
ON_BURIED_FRACTAL = new CustomUnityEvent();
}
IDistanceFunc disfun = _DistanceFuncObj.GetComponent <IDistanceFunc>();
_fractalDistFunc = disfun.DistanceFunction;
_radius = GetComponent <SphereCollider>().radius;
}
public PlusPlusCentroidsChooser(IDistanceFunc distanceFunc)
{
DistanceFunc = distanceFunc;
}
public SongSuccessPredictor(BaseKMeans clusterizer, IDistanceFunc distanceFunc)
{
Clusterizer = clusterizer;
DistanceFunc = distanceFunc;
Probabilities = new List <double>(Clusterizer.Clusters.Capacity);
}
