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K-means/Ushahidi
Rekodi ya ushahidi wa mbinu

K-means

K-means is a classic unsupervised partitional clustering algorithm that divides a dataset into K non-overlapping groups by iteratively assigning each observation to its nearest centroid and updating centroids as the mean of their assigned points. It is one of the most widely used exploratory tools in machine learning and data analysis.

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Rekodi ya chanzo

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K-means Clustering Algorithm
Rekodi ya mbinu ya kiajenda · ml-model / machine-learning
  • Lloyd, S. P. (1982). Least squares quantization in PCM. IEEE Transactions on Information Theory, 28(2), 129–137. · DOI 10.1109/TIT.1982.1056489
  • MacQueen, J. B. (1967). Some methods for classification and analysis of multivariate observations. Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability, 1, 281–297. · URL
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Same method familyDBSCANmachine-suggested · Relational suggestion, not evidence.Same method familyHierarchical Clusteringmachine-suggested · Relational suggestion, not evidence.Same method familyPrincipal Component Analysismachine-suggested · Relational suggestion, not evidence.Same method familyt-SNEmachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

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Bibliographic sources are present. Claim-level evidence review has not been performed.

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