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Table 4 Clustering result of PMR-Transitive applied to the mushroom data set

From: Clustering categorical data based on the relational analysis approach and MapReduce

 Cluster

Size

Distribution

Purity

\(C_1\)

\(C_2\)

1

2010

1937

73

0.96

2

768

768

0

1

3

307

307

0

1

4

89

48

41

0.54

5

185

185

0

1

6

192

192

0

1

7

17

17

0

1

8

48

48

0

1

9

963

706

257

0.73

10

1719

0

1719

1

11

291

0

291

1

12

36

0

36

1

13

1296

0

1296

1

14

7

0

7

1

15

8

0

8

1

16

188

0

188

1