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Approach to Data Clustering Based on Molecular Chemical Reactions With Various Distance Measures

Table 1: Objective function value summarized after 30 attempts. Synthetic (artificial) dataset

Parameter k-means KCR
EuD SEuD ManD EuD SEuD ManD
min 100.2318 100.2318 102.5189 100.2318 100.2318 102.4449
max 100.2379 100.2379 160.385 100.2379 100.2369 159.8675
mean 100.2351 100.2353 115.9838 100.2334 100.2334 115.8819
σ 0.003029 0.002945 24.29265 0.001683 0.001787 24.15255
V 0.003021 0.002938 20.94486 0.001679 0.001783 20.84239
R 0.006071 0.006071 57.86609 0.006071 0.00513 57.42261
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