optimalSlope {anocva} | R Documentation |
Estimates the optimal number of clusters using the Slope criterion when silhouette statistics already exists. The optimal number of clusters will be verified in the range 2,..., maxClust.
Description
Estimates the optimal number of clusters using the Slope criterion when silhouette statistics already exists. The optimal number of clusters will be verified in the range 2,..., maxClust.
Usage
optimalSlope(silStats, p = 1, maxClust)
Arguments
silStats |
Silhouette statistics. |
p |
Slope adjust parameter. |
maxClust |
The max number of clusters to be tried. |
Value
The optimal number of clusters.
References
Fujita A, Takahashi DY, Patriota AG (2014b) A non-parametric method to estimate the number of clusters. Computational Statistics & Data Analysis 73:27–39
[Package anocva version 0.1.1 Index]