Description Usage Arguments Details Value Examples
This function graphically displays the quality criterion of all the
Partition
of a ListPartition
object.
1 | plotAllCriterion(x, criterion=CRITERION_NAMES[1:5],standardized = TRUE)
|
x |
[ClusterLongData]: object whose quality criterion should be displayed. |
criterion |
[character]: name of the criterion(s) to plot. It can either display all the value for a single specific criterion or display several criterion, only the best value for each clusters number and for each criterion. |
standardized |
[logical]: If |
This function display graphically several quality criterion, probably to decide the best clusters' number.
No value are return. A graph is printed.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 | ###############
### Data generation
data(artificialLongData)
traj <- as.matrix(artificialLongData[,-1])
### Some clustering
listPart <- listPartition()
listPart["add"] <- partition(rep(c("A","B"),time=100),traj)
listPart["add"] <- partition(rep(c("A","B","B","B"),time=50),traj)
listPart["add"] <- partition(rep(c("A","B","C","A"),time=50),traj)
listPart["add"] <- partition(rep(c("A","B","C","D"),time=50),traj)
ordered(listPart)
################
### graphical display
plotAllCriterion(listPart)
plotAllCriterion(listPart,criterion=CRITERION_NAMES[1:5],TRUE)
|
Loading required package: clv
Loading required package: cluster
Loading required package: class
Loading required package: rgl
Loading required package: misc3d
Warning messages:
1: In rgl.init(initValue, onlyNULL) : RGL: unable to open X11 display
2: 'rgl_init' failed, running with rgl.useNULL = TRUE
3: .onUnload failed in unloadNamespace() for 'rgl', details:
call: fun(...)
error: object 'rgl_quit' not found
[,1] [,2]
[1,] 2 1
[2,] 1 NA
[3,] 1 NA
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