calcSilhouetteIdx: Fuzzy Silhouette index
In geocmeans: Implementing Methods for Spatial Fuzzy Unsupervised Classification
View source: R/clustering_evaluation.R
calcSilhouetteIdx R Documentation
Fuzzy Silhouette index
Description
Calculate the Silhouette index of clustering quality.
Usage
calcSilhouetteIdx(data, belongings)
Arguments
data
The original dataframe used for the clustering (n*p)
belongings
A membership matrix (n*k)
Details
The index is calculated with the function SIL.F from the package fclust.
When the dataset is too large, an approach by subsampling is used to avoid
crash.
Value
A float, the fuzzy Silhouette index
geocmeans documentation built on Sept. 12, 2023, 9:06 a.m.
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View source: R/clustering_evaluation.R
| calcSilhouetteIdx | R Documentation |
Fuzzy Silhouette index
Description
Calculate the Silhouette index of clustering quality.
Usage
calcSilhouetteIdx(data, belongings)
Arguments
data |
The original dataframe used for the clustering (n*p) |
belongings |
A membership matrix (n*k) |
Details
The index is calculated with the function SIL.F from the package fclust. When the dataset is too large, an approach by subsampling is used to avoid crash.
Value
A float, the fuzzy Silhouette index
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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