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Quality: What Is Good Clustering?
- A good clustering method will produce high quality clusters
- high intra-class similarity: cohesive within clusters
- low inter-class similarity: distinctive between clusters
- The quality of a clustering method depends on
- the similarity measure used by the method
- its implementation, and
- Its ability to discover some or all of the hidden patterns
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