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Data MiningBriefly describe the following approaches to clustering: * partitioning methods * hierarchical methods * density-based methods * grid-based methods * model-based methods * methods for high-dimensional data * constraint-based methods Give examples in each case.202214mData MiningWhich is a partitioning clustering method? (i) Apriori (ii) ID3 (iii) Naïve Bayes (iv) k-Means20252mData MiningExplain the difference between partitioning methods and hierarchical methods in cluster analysis.20247mData MiningExplain different basic clustering methods.20207m
PreviousWhich of the following is required by K-means clustering? (i) Define distance metric (ii) Number of clusters (iii) Initial guess as to cluster centroids (iv) All of the aboveNextCluster is (i) Group of similar objects that differ significantly from other objects (ii) Operations on a database to transform or simplify data in order to prepare it for a machine learning algorithm (iii) Symbolic representation of facts or ideas from which information can potentially be extracted (iv) None of the above
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