Asymptotic Properties of Univariate Sample K-Means Clusters (Classic Reprint)

Some large sample properties of this k-means clustering method (as kapproaches with N) are obtained. In one dimension, it is established that the sample k-means clusters are such that the within-cluster sums of squares are asymptotically equal, and that the sizes of the cluster intervals are inversely proportional to the one-third power of the underlying density at the midpoints of the intervals. ...
By M. Anthony Wong
Paperback: 32 pages
Publisher: Forgotten Books (June 11, 2012)
Language: English
ASIN: B008BCLTTA
Product Dimensions: 6 x 0.1 x 9 inches
Format: PDF ePub TXT ebook
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