A New Metaheuristic-Based Hierarchical Clustering Algorithm for Software Modularization

Table 10

Cliff’s .

Metric name	Bunch		ECA		MCA		DAGC		Bunch-SAHC		SGA		GA-SMCP		EoD		ACDC		SNDGA
	Best	Average	Best	Average	Best	Average	Best	Average	Best	Average	Best	Average	Best	Average	Best	Average	Best	Average	Best	Average
MoJoFM	0.57	0.37	0.60	0.43	0.56	0.39	0.93	0.90	0.76	0.60	0.78	0.60	0.76	0.56	0.60	0.45	0.50	0.27	0.39	0.22
Precision	0.22	0.26	0.42	0.31	−0.01	−0.24	0.51	0.53	0.44	0.41	0.51	0.29	0.24	0.20	0.07	−0.02	−0.14	−0.26	0.19	0.12
Recall	0.28	0.41	0.22	0.43	0.21	0.36	0.51	0.72	0.60	0.74	0.49	0.69	0.51	0.69	0.20	0.35	0.27	0.35	0.17	0.17
F-measure	0.29	0.25	0.44	0.31	0.10	−0.03	0.69	0.52	0.65	0.70	0.67	0.42	0.45	0.31	0.22	0.06	0.35	0.19	0.18	0.05