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Given below are two statements:

If two variables $V_1$ and $V_2$ are used for clustering, then consider the following statements for $k$ means clustering with $k=3$:

• Statement I: If $V_1$ and $V_2$ have correlation of $1$ the cluster centroid will be in straight line
• Statement II: If $V_1$ and $V_2$ 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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