P70Unsupervised LearningAdvancedDiagnose16 min
Diagnose Unstable Customer Segments Across K-Means Runs
Diagnose unstable K-Means assignments.
#diagnose#clustering#k-means
Scenario
With k=4, 38% of customer assignments change across seeds and two clusters have nearly identical profiles.
Problem statement
Assess whether segments are ready to present.
Your Task
- Name causes.
- Propose checks.
- Recommend caution.
Related Concepts
K-MeansStability
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