what is meant by clusters - Search
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  1. Dictionary

    clus·ter
    [ˈkləstər]
    noun
    clusters (plural noun)
    1. a group of similar things or people positioned or occurring closely together:
      "clusters of creamy-white flowers" · "a cluster of antique shops"
      • astronomy
        a group of stars or galaxies forming a relatively close association:
        "there are several clusters in Cassiopeia"
      • a natural subgroup of a population, used for statistical sampling or analysis:
        "ten clusters from all the primary health centers were selected"
      • a group of cases of a disease, especially an infectious disease or type of cancer, that occur close together in time or space:
        "clusters of the disease have been reported, leading to speculation about person-to-person transmission"
      • linguistics
        a group of consonants pronounced in immediate succession, as str in strong.
      • chemistry
        a group of atoms of the same element, typically a metal, bonded closely together in a molecule:
        "noble-metal clusters supported on an acidic carrier" · "a cluster compound"
    verb
    clusters (third person present)
    1. be or come into a cluster or close group; congregate:
      "the children clustered around her skirts" · "there were dozens of people clustered around me" · "the rich are likely to cluster together in suburbs"
      • statistics
        (of data points) have similar numerical values:
        "students tended to have scores clustering around 70 percent"
    Origin
    Old English clyster; probably related to clot.
    Translate cluster to
    No translation found.
     
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  2. People also ask
    What is clustering and how does it work?Clustering is an effective method to ensure high availability, scalability, and fault tolerance in computer systems. It can be categorized into two major types: high-availability clusters and load-balancing clusters. High-availability clusters guarantee uninterrupted service provision even when one or more nodes fail. Clusters ensure high availability, scalability, and fault tolerance in computer systems.
    What is a clustering in a data set?A "clustering" is essentially a set of such clusters, usually containing all objects in the data set. Additionally, it may specify the relationship of the clusters to each other, for example, a hierarchy of clusters embedded in each other. Clusterings can be roughly distinguished as: There are also finer distinctions possible, for example:
    What are cluster means?The cluster means are the means of the Gaussian distribution across each dimension. Distribution based clustering is a model-based approach to clustering because it requires fitting a distribution multiple times across each dimension to find clusters, which means that it can be computationally expensive when working with large data sets.
    What is a cluster of things?A cluster is a number of things of the same kind, growing or held together. For example, a cluster of grapes. It can also refer to a group of things or persons close together. For instance, there was a cluster of tourists at the gate. In the U.S. Army, a cluster is a small metal design placed on a ribbon representing an awarded medal to indicate that the same medal has been awarded again, such as an oak-leaf cluster.
     
  3. Cluster definition, a number of things of the same kind, growing or held together; a bunch: a cluster of grapes.
    www.dictionary.com/browse/cluster
    cluster noun [ C ] uk / ˈklʌs.tə r/ us / ˈklʌs.tɚ / Add to word list [ + sing/pl verb ] a group of similar things that are close together, sometimes surrounding something:
    dictionary.cambridge.org/dictionary/english/cluster
    A group of the same or similar elements gathered or occurring closely together; a bunch: "She held out her hand, a small tight cluster of fingers" (Anne Tyler). 2. Linguistics Two or more successive consonants in a word, as cl and st in the word cluster. 3. A group of academic courses in a related area.
    www.thefreedictionary.com/cluster
     
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  5. WEBJul 18, 2022 · Thus, clustering’s output serves as feature data for downstream ML systems. At Google, clustering is used for generalization, data compression, and privacy preservation in products such...

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