Enhanced Connectivity Validity Measure Based on Outlier Detection for Multi-Objective Metaheuristic Data Clustering Algorithms

Table 3

The coverage metric of the obtained Pareto-fronts by the competing algorithms from the combined pool of sets.

Dataset	C (A, B)	C (B, A)	C (C, D)	C (D, C)
2d-20c-no0	0.85	0	1	0
CMC	0.71	0.25	1	0
Ecoli	0.50	0	1	0
Elly-2d10c13s	0	0.29	1	0
Engytime	0.67	0.05	1	0
Flame	0.38	0.20	0.89	0
Ionosphere	0	1	0	1
Iris	0.13	0.73	0	1
Seeds	0.64	0.43	0.41	0.30
Sizes5	0.40	0	0.43	0
Sonar	0.75	0.73	0.54	0.66
Soybean-small	0.55	0.18	0.22	0.41
Spherical_5_2	0	1	1	0
Square1	0	1	1	0
Thyroid	0.80	0	0.60	0