Clustering AnalysisGiven a set of data point, partition them into a set of groups (i.e. cluster)Learning philosophyUnsupervised learning with unknown cluster labelscf. classification is supervised learning with known class labelsQualityA good clustering method will produce high-quality clustersHigh intra-class similarity -> Cohesive within clustersLow inter-class similarity -> distinctive betwee..