what does clustering mean - Search
  1. Dictionary

    clus·ter
    [ˈkləstər]
    verb
    clustering (present participle)
    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
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  2. Grouping unlabeled examples is called clustering. As the examples are unlabeled, clustering relies on unsupervised machine learning. If the examples are labeled, then clustering becomes classification.
    developers.google.com/machine-learning/clusterin…
    Clustering is an unsupervised learning strategy to group the given set of data points into a number of groups or clusters. Arranging the data into a reasonable number of clusters helps to extract underlying patterns in the data and transform the raw data into meaningful knowledge.
    www.educative.io/blog/what-is-clustering
    Clustering is a technique used in data analysis to organize data into clusters based on similar features. The idea is that similar data are in each cluster, showing natural grouping within the data. You can choose to cluster based on different types of attributes like color, size, or type.
    www.coursera.org/articles/clustering
     
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  4. What is Clustering: An Introduction - Educative

    WEBJan 22, 2024 · Clustering is an unsupervised learning strategy to group the given set of data points into a number of groups or clusters. Arranging the data into a reasonable number of clusters helps to extract …

  5. WEBMar 20, 2024 · Clustering aims at forming groups of homogeneous data points from a heterogeneous dataset. It evaluates the similarity based on a metric like Euclidean distance, Cosine similarity, Manhattan distance, …

  6. WEBJun 21, 2021 · Clustering is unsupervised learning that groups data points with similar features into distinct clusters. Learn about three clustering methods: k-Means, hierarchical and DBSCAN, and see how …

  7. WEBFeb 13, 2020 · What is clustering analysis? Application 1: Computing distances. Solution. k -means clustering. Application 2: k -means clustering. Data. kmeans() with 2 groups. Quality of a k -means partition. …

  8. WEBApr 20, 2020 · What is Clustering. Clustering is an unsupervised learning technique to extract natural groupings or labels from predefined classes and prior information. This is an important technique to use …

  9. What Is Clustering, and How Does It Work? - JPT

  10. Interpret Results and Adjust Clustering - Google Developers

  11. Understanding K-means Clustering in Machine Learning

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  14. CLUSTER | English meaning - Cambridge Dictionary

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  16. What is a cluster? – Definition from TechTarget

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  18. CLUSTERING | English meaning - Cambridge Dictionary

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  20. CLUSTER | definition in the Cambridge English Dictionary

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