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Clustering

Clustering. Instructor: Qiang Yang Hong Kong University of Science and Technology Qyang@cs.ust.hk Thanks: J.W. Han, I. Witten, E. Frank. Essentials. Terminology: Objects = rows = records Variables = attributes = features A good clustering method

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The K-Means Clustering Method : for numerical attributes

The K-Means Clustering Method : for numerical attributes. Given k , the k-means algorithm is implemented in four steps: Partition objects into k non-empty subsets

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Clustering

The K-Means Clustering Method : for numerical attributes