Clustering datasets by complex networks analysis

Complex Adaptive Systems Modeling

Table 4 Results of multiresolution analysis on the selected datasets during proper tests, listed out according to the group they belong to

*Group*	N _c	Pattern	Number of Clusters
	5	✓	3	5	5	8	84
	20	✓	3	4	16	20	21
	30	✓	4	5	21	30	30
	4	✓	2	4	4	105	181
	6	✓	2	4	6	6	1186
	8	✓	3	5	8	8	875
Iris	3	✓	3	3	10	82	147
			0	1	2	3	4
						log₁₀(λ)

The number of communities is reported, calculated for log₁₀(λ) = 0,1,2,3,4. Optimal values are reported in bold. The patterns observed on synthetic datasets (and reported in the table for the sake of completeness), allows to easily compute the expected optimal number of communities also for Iris.