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
- Both Statement I and Statement II are true
- Both Statement I and Statement II are false
- Statement I is correct but Statement II is false
- Statement I is incorrect but Statement II is true