K-means clustering is run on some data, for a few different values of K. Shown is the plot obtained for the inertia (a measure of average distance of points from the centroid of their allocated cluster), versus the number of clusters. What is the implied natural number of clusters to use? Inertia οιοιοιο 2000 1750 1500 1250 1000 750 500 250 5 1 9 3 1 T 2 T 3 4 5 6 Number of clusters 8 9

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K-means clustering is run on some data, for a few different values of K. Shown is the plot
obtained for the inertia (a measure of average distance of points from the centroid of their
allocated cluster), versus the number of clusters. What is the implied natural number of clusters
to use?
Inertia
O
2000
1750
1500
1250
1000
750
500
250
T
9
3
1
-2
3
4
5 6
Number of clusters
7
.8
9
Transcribed Image Text:K-means clustering is run on some data, for a few different values of K. Shown is the plot obtained for the inertia (a measure of average distance of points from the centroid of their allocated cluster), versus the number of clusters. What is the implied natural number of clusters to use? Inertia O 2000 1750 1500 1250 1000 750 500 250 T 9 3 1 -2 3 4 5 6 Number of clusters 7 .8 9
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