View source: R/InspectDistances.R
InspectDistances | R Documentation |
Visualizes the distances between objects in the data matrix
InspectDistances(DataOrDistances,method= "euclidean",sampleSize = 50000,...)
DataOrDistances |
[1:n,1:d] data cases in rows, variables in columns, if not symmetric or [1:n,1:n] distance matrix, if symmetric |
method |
Optional,
if Data[1:n,1:d]
see |
sampleSize |
double value defining the size of the sample for large distance matrizes, see |
... |
further arguments passed on to |
For an interpretation of the distribution analysis of the distance please read [Thrun, 2018, p. 27, 185].
uses InspectVariable
Michael Thrun
[Thrun, 2018] Thrun, M. C.: Projection Based Clustering through Self-Organization and Swarm Intelligence, doctoral dissertation 2017, Springer, ISBN: 978-3-658-20539-3, Heidelberg, 2018.
data("Lsun3D")
Data=Lsun3D$Data
InspectDistances(as.matrix(dist(Data)))
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