Research Article
An Improved Animal Migration Optimization Algorithm for Clustering Analysis
Table 3
Results obtained by the algorithms for 20 different runs on Iris data.
| Algorithm | Mean | Best | Worst | Standard deviation | Rank |
| -means | 102.8412 | 99.4582 | 123.4678 | | 7 | PSO | 98.3345 | 96.6567 | 104.2224 | | 5 | CPSO | 96.9721 | 96.6580 | 97.5211 | | 4 | ABC | 96.6659 | 96.6566 | 96.7547 | | 3 | CABC | 96.6561 | 96.6555 | 96.6599 | | 2 | AMO | 99.0055 | 97.0751 | 100.5484 | | 6 | IAMO | 96.6555 | 96.6555 | 96.6555 | | 1 |
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