Assume K-means clustering has been used to cluster two-dimensional data. There are 3 clusters i.e. K = 3. The cluster centroids are: k1 = [8, 1]; k2 = [0, 0]; k3 = [2, 7]. Suppose there is data point x = [3, 4], demonstrate through K- Means clustering which cluster would this data point belong to. Justify your calculation with proper explanation.

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
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Assume K-means clustering has been used to
cluster two-dimensional data. There are 3
clusters i.e. K = 3. The cluster centroids are: k1 =
[8, 1]; k2 = [0, 0]; k3 = [2, 7]. Suppose there is
data point x = [3, 4], demonstrate through K-
Means clustering which cluster would this data
point belong to. Justify your calculation with
proper explanation.
Transcribed Image Text:Assume K-means clustering has been used to cluster two-dimensional data. There are 3 clusters i.e. K = 3. The cluster centroids are: k1 = [8, 1]; k2 = [0, 0]; k3 = [2, 7]. Suppose there is data point x = [3, 4], demonstrate through K- Means clustering which cluster would this data point belong to. Justify your calculation with proper explanation.
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