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Which is the iterative method for cluster analysis?
The K-means algorithm (or K-medoids, depending on the statistic applied) is an iterative method that starts with k cluster centers randomly chosen. All observations are then associated to the closest cluster center and new centers are computed as the mean of the observations of a given cluster.
What makes a cluster a non exclusive cluster?
In non-exclusive clusterings, points may belong to multiple clusters. A cluster is a set of points such that any point in a cluster is closer (or more similar) to every other point in the cluster than to any point not in the cluster.
What is the nearest neighbor method in cluster analysis?
31. Single – Linkage ◦ Also called the nearest – neighbor method, defines similarity between clusters as the shortest distance from any object in one cluster to any object in the other.
What should you know when using cluster analysis?
When using cluster analysis, the researcher is making an assumption of some structure among the objects. The researcher should always remember that just because clusters can be found does not validate their existence.
Last Update: Oct 2021
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