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stream (version 0.1-1)

get_assignment: Assignment Data Points to Clusters

Description

Get the assignment of data points to clusters in a DSC (nearest-neighbor).

Usage

get_assignment(dsc, points, type=c("auto", "micro", "macro"), ...)

Arguments

dsc
The DSC object with the clusters for assignment.
points
The points to be assigned as a data.frame.
type
Use micro- or macro-clusters in DSC for assignment. Auto used the class of dsc to decide.
...
Additional arguments are passed on.

Value

  • A vector containing the assignment of each point.

Details

Each data point is assigned to its nearest cluster using Euclidean distance.

See Also

DSC, DSD