FuzzyCluster {Evacluster} | R Documentation |
This function works by assigning membership to each data point corresponding to each cluster center based on the distance between the cluster center and the data point. A data object is the member of all clusters with varying degrees of fuzzy membership between 0 and 1.
FuzzyCluster(data = NULL, ...)
data |
A Data set |
... |
k: The number of Clusters |
A list of cluster labels and a R object of class "fcm ppclust"
library(datasets)
data(iris)
rndSamples <- sample(nrow(iris),100)
trainData <- iris[rndSamples,]
testData <- iris[-rndSamples,]
cls <- FuzzyCluster(trainData[,1:4],3)