KMeans Initialization Method Enumeration
Enumerates the methods that may be used to initialize
the K-means clustering algorithm.
Definition
Namespace: Numerics.NET.Statistics.Multivariate
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3
C#
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.0.3
public enum KMeansInitializationMethod
Members
KMeansPlusPlus | 0 | Use the K-means++ algorithm to compute initial centroids. This is the default. |
RandomCenters | 1 | Use randomly selected observations as the centroid. |
Forgy | 1 | Same as RandomCenters. Use randomly selected observations as the centroid. |
RandomAssignments | 2 | Assign each observation randomly to one of the clusters and uses the centroid of each cluster. |