Given below are two statements:

If two variables V1 and V2 are used for clustering, then consider the following statements for k means clustering with k = 3:

Statement I: If V1 and V2 have correlation of 1 the cluster centroid will be in straight line.

Statement II: If V1 and V2 have correlation of 0 the cluster centroid will be in straight line.

In the light of the above statements. choose the correct answer from the options given below

1
Both Statement I and Statement II are true
2
Both Statement I and Statement II are false
3
Statement I is correct but Statement II is false
4
Statement I is incorrect but Statement II is true

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