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International Scholarly Research Notices
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2014
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Article
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Tab 13
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Research Article
Canonical PSO Based
-Means Clustering Approach for Real Datasets
Table 13
Accuracy comparison of all datasets.
Dataset
Typical
-means
DBSCAN clustering
Hierarchical clustering
Simple PSO based
-means
Canonical PSO based
-means
Air pollution
0.5652
0.4880
0.5452
0.6882
0.7872
Customer
0.5174
0.5678
0.5581
0.5845
0.6880
Wine
0.7202
0.4147
0.7161
0.8061
0.8294
Vehicle
0.5417
0.2599
0.5633
0.6965
0.7217