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Table 4 Centroids of the four K-means clusters for all the thirteen output variables in the DITCH model based on the data generated through simulations in Phase-II (between_SS/total_SS = 87.1%)

From: A scheme to analyze agent-based social simulations using exploratory data mining techniques

Output variables in DITCH

Cluster-1 (2431 instances)

Cluster 2 (2430 instances)

Cluster 3 (2429 instances)

Cluster 4 (2430 instances)

num-turtles-w

2265.52

1494.93

2410

2945.4

num-turtles-x

367.94

536.23

47.77

54.58

num-turtles-y

196.92

389.81

84

0

num-turtles-z

169.6

579

458.19

0

married-turtles-w

1043.43

672

1113.87

1377

married-turtles-x

150.3

225.5

17.29

18.93

married-turtles-y

77.22

160.33

30.58

0

married-turtles-z

65.88

245.82

189

0

out-percent-w (%)

6.63

13.13

5

0.6

out-percent-x (%)

29.19

26.73

57.37

47.54

out-percent-y (%)

38.68

29.8

50.95

0

out-percent-z (%)

42.45

25.28

24.68

0

cross-ethnic (%)

12.75

19.78

9.49

1.25

Within cluster sum of squares

3278.95

3981.93

5186.85

3899.76