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Exercise


ABy Admin
May 26'23

Answer

The cluster centers are A: (0, 1), B: (2, –2), and C: (0, 2). The new assignments are:

Cluster Data Point New Cluster
A (2, –1) B
A (–1, 2) C
A (–2, 1) A
A (1, 2) C
B (4, 0) B
B (4, –1) B
B (0, –2) B
B (0, –5) B
C (–1, 0) A
C (3, 8) C
C (–2, 0) A
C (0, 0) A

Cluster C has the fewest points with three.

Copyright 2023. The Society of Actuaries, Schaumburg, Illinois. Reproduced with permission.

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