summary.clues: Summary Method for CLUES Objects

Description Usage Arguments See Also Examples

View source: R/clues.R

Description

Summarize a clues object and return an object of class summary.clues. There's a print method for the latter.

Usage

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## S3 method for class 'clues'
summary(object, ...)
## S3 method for class 'summary.clues'
print(x, ...)

Arguments

x, object

a clues object.

...

potential further arguments (require by generic).

See Also

clues, print.clues.

Examples

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    # Maronna data set
    data(Maronna)
    # data matrix
    maronna <- Maronna$maronna
    # apply clues to maronna data set
    res <- clues(maronna)

    summary(res)

Example output

Number of data points:
[1] 200

Number of variables:
[1] 2

Number of clusters:
[1] 4

Cluster sizes:
[1] 53 47 50 50

Strength method:
[1] "sil"

avg Silhouette:
[1] 0.5736749

dissimilarity measurement:
[1] "Euclidean"


Available components:
 [1] "K"              "size"           "mem"            "g"             
 [5] "avg.s"          "s"              "K.vec"          "g.vec"         
 [9] "myupdate"       "y.old1"         "y.old2"         "y"             
[13] "strengthMethod" "disMethod"     

clues documentation built on Dec. 4, 2019, 1:09 a.m.