Research Article
An Improved Animal Migration Optimization Algorithm for Clustering Analysis
Table 7
Results obtained by the algorithms for 20 different runs on StatLog (heart) data.
| Algorithm | Mean | Best | Worst | Standard deviation | Rank |
| -means | 10695.7851 | 10682.5524 | 10703.8544 | 8.2080 | 6 | PSO | 10760.0684 | 10644.8965 | 11024.2641 | 25.9460 | 7 | CPSO | 10651.1354 | 10624.2168 | 10747.7609 | 55.0264 | 4 | ABC | 10627.4760 | 10626.7154 | 10629.6472 | | 3 | CABC | 10622.9904 | 10622.9824 | 10623.6762 | | 2 | AMO | 10675.1758 | 10658.6325 | 10696.1824 | | 5 | IAMO | 10622.9824 | 10622.9824 | 10622.9825 | | 1 |
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