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Table 5 Classification performance comparison of K-means and fuzzy C-means

From: Data cluster analysis-based classification of overlapping nuclei in Pap smear samples

 

Classified nuclei

F-Score

Recall

Precision

Time elapsed (ms)

C-means

290

0.791

0.674

0.957

64

K-means

290

0.766

0.666

0.955

145