Question

The Clustering problem is one of the finding the natural groupings in a set of data. In what sense are we say that the samples in one cluster are more likely on another than like samples on another cluster? Discuss the major issues of similarity measures for clustering.
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Answer 1

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Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense) to each other than to those in other groups (clusters). ... Clustering can therefore be formulated as a multi-objective optimization problem.

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Answer 2

Answer:

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