Research Article
A Multiple Pheromone Table Based Ant Colony Optimization for Clustering
| | | -means | GKA | ACS | ACODPT | MPTACO |
| | Abalone | 28.15 ± 0.72 | 27.75 ± 0.41 | 26.61 ± 0.20 | 26.52 ± 0.29 | 26.44 ± 0.31 | | Breast Cancer Wisconsin (Diagnostic) | 1190220.00 ± 0.00 | 1157240.00 ± 21592.60 | 1143100.00 ± 0.00 | 1143100.00 ± 0.00 | 1143100.00 ± 0.00 | | Connectionist Bench (Sonar, Mines versus Rocks) | 281.63 ± 5.63 | 280.54 ± 0.01 | 280.55 ± 0.01 | 280.53 ± 0.00 | 280.53 ± 0.00 | | Ecoli | 2284.85 ± 185.76 | 1816.42 ± 0.00 | 1834.75 ± 34.47 | 1939.17 ± 179.95 | 1816.00 ± 19.25 | | Glass Identification | 336.14 ± 22.51 | 298.99 ± 10.48 | 292.25 ± 0.00 | 292.25 ± 0.00 | 292.25 ± 0.00 | | Haberman’s Survival | 30524.40 ± 22.99 | 30507.00 ± 0.00 | 30508.20 ± 0.78 | 30507.00 ± 0.00 | 30507.00 ± 0.00 | | Iris | 85.34 ± 19.17 | 78.94 ± 0.00 | 78.94 ± 0.00 | 78.94 ± 0.00 | 78.94 ± 0.00 | | Parkinsons | 1344370.00 ± 5760.48 | 1343320.00 ± 77.84 | 1343100.00 ± 0.02 | 1343100 ± 0.02 | 1343100.00 ± 0.02 | | Wine | 2370690.00 ± 0.00 | 2370690.00 ± 0.00 | 2370690.00 ± 0.00 | 2370690.00 ± 0.00 | 2370690.00 ± 0.00 | | Yeast | 49.06 ± 3.08 | 45.76 ± 0.35 | 46.32 ± 1.20 | 46.28 ± 1.14 | 45.93 ± 1.17 | | Zoo | 1185.76 ± 64.54 | 1076.06 ± 12.58 | 1057.50 ± 0.00 | 1057.50 ± 0.00 | 1057.72 ± 1.21 |
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