Research Article
An Improved Animal Migration Optimization Algorithm for Clustering Analysis
Table 5
Results obtained by the algorithms for 20 different runs on wine data.
| Algorithm | Mean | Best | Worst | Standard deviation | Rank |
| -means | 17853.2412 | 16374.4353 | 18484.3458 | | 7 | PSO | 16307.0584 | 16302.8364 | 16314.0563 | | 5 | CPSO | 16304.9829 | 16299.0526 | 16312.1291 | | 3 | ABC | 16305.6668 | 16299.1970 | 16321.9535 | | 4 | CABC | 16292.1982 | 16292.1858 | 16292.2094 | | 2 | AMO | 16359.7965 | 16319.9935 | 16400.5533 | | 6 | IAMO | 16292.1855 | 16292.1849 | 16292.1862 | | 1 |
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