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Table 4 Cluster Centroids of different classes from independent data sets

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

HERLEV data set

Normal-single

Feature

Number of nuclei

Cluster centroid

1

140

0.59

2

140

1.36

3

140

2.16

4

140

33.26

5

140

79.04

Abnormal-single

Feature

Number of nuclei

Cluster centroid

1

140

0.62

2

140

1.40

3

140

2.11

4

140

76.04

5

140

160.95

Test data set

Normal-single

Feature

Number of nuclei

Cluster centroid

1

266

0.55

2

266

1.31

3

266

2.79

4

266

16.16

5

266

17.60

 

Overlapped nuclei

 

Feature

Number of nuclei

Cluster centroid

1

24

0.86

2

24

2.39

3

24

2.17

4

24

75.27

5

24

48.05