Artificial-Intelligence
November 20, 2023IP-Address
November 20, 2023Artificial-Intelligence
| Question 33 |
Given below are two statements:
If two variables V1and V2 are used for clustering, then consider the following statements for k means clustering with k=3:-
Statement I: If V1and V2 have correlation of 1 the cluster centroid will be in straight line.
Statement II: If V1and 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
If two variables V1and V2 are used for clustering, then consider the following statements for k means clustering with k=3:-
Statement I: If V1and V2 have correlation of 1 the cluster centroid will be in straight line.
Statement II: If V1and 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
| 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 |
Question 33 Explanation:
If the correlation between the variables V1 and V2 is 1, then all the data points will be in a straight line. So, all the three cluster centroids will form a straight line as well.
Correct Answer: C
Question 33 Explanation:
If the correlation between the variables V1 and V2 is 1, then all the data points will be in a straight line. So, all the three cluster centroids will form a straight line as well.
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