Research Article
Enhanced Connectivity Validity Measure Based on Outlier Detection for Multi-Objective Metaheuristic Data Clustering Algorithms
Table 5
The ONVG metric of the obtained Pareto-fronts by the competing algorithms from the combined pool of sets.
| | Dataset | SPEA-II | eSPEA-II | NSGA-II | eNSGA-II |
| | 2d-20c-no0 | 19 | 5 | 16 | 13 | | Cmc | 4 | 11 | 7 | 8 | | Ecoli | 6 | 7 | 6 | 3 | | Elly-2d10c13s | 6 | 9 | 7 | 10 | | Engytime | 8 | 23 | 6 | 9 | | Flame | 6 | 9 | 8 | 10 | | Ionosphere | 1 | 7 | 7 | 13 | | Iris | 11 | 15 | 11 | 15 | | Seeds | 10 | 12 | 14 | 11 | | Sizes5 | 8 | 7 | 5 | 5 | | Sonar | 6 | 13 | 8 | 11 | | Soybean-small | 12 | 9 | 11 | 11 | | spherical_5_2 | 1 | 8 | 2 | 10 | | Square1 | 6 | 6 | 2 | 8 | | Thyroid | 5 | 12 | 5 | 10 |
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