k is an analyst's judgment call
k-is-an-analysts-judgment-call · always_apply: no
Content
The number of clusters in k-means is a hyperparameter chosen by the analyst's intuition, not automatically determined by the algorithm.
Details
- Slug:
k-is-an-analysts-judgment-call- Always apply:
- No
- Created:
- Sep 18, 2026
- Updated:
- Sep 18, 2026
Playbook
Activities 1
- Use clustering as an alternative when correlation is weak Assess Information Gain and Conclude