Which of the following is a limitation of the K-means algorithm?
Correct Answer: K-means requires the number of clusters to be specified beforehand.
- Step 1: Understand what K-means is. K-means is a method used to group data into clusters.
- Step 2: Know that K-means needs you to tell it how many clusters you want before it starts.
- Step 3: Realize that deciding the right number of clusters can be difficult because you might not know how many groups are in your data.
- Step 4: Recognize that this requirement to specify the number of clusters is a limitation of the K-means algorithm.
No concepts available.
