Summary Method for 'clara' Objects
Returns (and prints) a summary list for a clara
object.
Printing gives more output than the corresponding
print.clara
method.
## S3 method for class 'clara' summary(object, ...) ## S3 method for class 'summary.clara' print(x, ...)
x, object |
a |
... |
potential further arguments (require by generic). |
## generate 2000 objects, divided into 5 clusters. set.seed(47) x <- rbind(cbind(rnorm(400, 0,4), rnorm(400, 0,4)), cbind(rnorm(400,10,8), rnorm(400,40,6)), cbind(rnorm(400,30,4), rnorm(400, 0,4)), cbind(rnorm(400,40,4), rnorm(400,20,2)), cbind(rnorm(400,50,4), rnorm(400,50,4)) ) clx5 <- clara(x, 5) ## Mis'classification' table: table(rep(1:5, rep(400,5)), clx5$clust) # -> 1 "error" summary(clx5) ## Graphically: par(mfrow = c(3,1), mgp = c(1.5, 0.6, 0), mar = par("mar") - c(0,0,2,0)) plot(x, col = rep(2:6, rep(400,5))) plot(clx5)
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