DetermineK: A kmeans and Silhouette Analysis to determine the best K for...
In hughesevoanth/moosefun: Functions by Moose
DetermineK R Documentation
A kmeans and Silhouette Analysis to determine the best K for your data
Description
This function estimates the best K (number of clusters) for your data set using Kmeans and a Silhouette Analysis
Usage
DetermineK(
mydata,
kmax = 20,
desiredK = 4,
num_iter = 100,
plotrepress = FALSE
)
Arguments
mydata
a data frame or matrix of data
kmax
the maximum number of k groups to estimate
desiredK
the the number of k clusters you want to have
num_iter
the number of iterations used in the kmeans analysis
plotrepress
default is to plot the data (FALSE), set to TRUE to repress the plot
Examples
DetermineK()
hughesevoanth/moosefun documentation built on Aug. 22, 2022, 7:04 a.m.
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| DetermineK | R Documentation |
A kmeans and Silhouette Analysis to determine the best K for your data
Description
This function estimates the best K (number of clusters) for your data set using Kmeans and a Silhouette Analysis
Usage
DetermineK( mydata, kmax = 20, desiredK = 4, num_iter = 100, plotrepress = FALSE )
Arguments
mydata |
a data frame or matrix of data |
kmax |
the maximum number of k groups to estimate |
desiredK |
the the number of k clusters you want to have |
num_iter |
the number of iterations used in the kmeans analysis |
plotrepress |
default is to plot the data (FALSE), set to TRUE to repress the plot |
Examples
DetermineK()
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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