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Data Mining Discussion 6 d
What is the essence of density-based methods?Density-based clustering methods are data-driven, they partition the set of data objects and...
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Data Mining Discussion 6 c
What is the essence of hierarchical methods?In hierarchical clustering, the data is not partitioned into a particular cluster in...
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Data Mining Discussion 6 a
What is Cluster Analysis?• Cluster: a collection of data objects – Similar to one another within the same cluster – Dissimilar to...
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Data Mining Discussion 6 b
What is the essence of the method of partitioning?Most partitioning methods are distance-based. The clusters are formed in an...
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Data Mining Discussion 5 d
What is an ensemble method? What are some popular ensemble methods?Ensemble methods are used for increasing classification accuracy. An...
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Data Mining Discussion 5 c
What are Bayesian classifiers?Bayesian classifiers are statistically based classifiers which can predict the classlabel probabilities that the data belongs...
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Data Mining Discussion 5 b
How are decision trees used for induction? Why are decision tree classifiers popular?Decision trees are used by providing a...
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