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International Scholarly Research Notices
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International Scholarly Research Notices
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2014
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Article
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Tab 14
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Research Article
Canonical PSO Based
-Means Clustering Approach for Real Datasets
Table 14
Various indices comparison based on the air pollution dataset.
Indices
Typical
-means
DBSCAN clustering
Hierarchical clustering
Simple PSO based
-means
Canonical PSO based
-means
Dunn
0.6542
0.3984
0.5922
0.6152
0.7132
DB
0.5484
0.5816
0.3283
0.3344
0.2074
Rand
0.3022
0.3702
0.4687
0.6812
0.7825
Mirkin
0.7167
0.3451
0.4802
0.2312
0.1123