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Table 2 Running time comparison in seconds for different k values.

From: A practical comparison of two K-Means clustering algorithms

 

k = 2

k = 3

k = 4

k = 5

Lloyd's

0.465

0.470

0.480

0.620

Progressive

0.140

0.207

0.250

0.280