A New Metaheuristic-Based Hierarchical Clustering Algorithm for Software Modularization

Table 9

Algorithms comparison in terms of F-measure.

Folder name	Bunch-GA		ECA		MCA		DAGC		Bunch-SAHC		SGA		GA-SMCP		EoD		ACDC		SNDGA		TDHC
	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)	Best (%)	Average (%)
Browser	73	57	40	37	71	67	13	9	41	30	41	39	65	59	71	65	18	18	55	44	66	52
Dom	45	40	32	30	40	38	3	3	31	24	34	31	45	36	48	41	56	56	69	65	54	38
Accessible	27	21	24	20	36	32	6	4	18	15	41	39	32	22	32	28	26	26	45	40	51	41
Extensions	30	28	34	25	35	28	5	4	15	12	24	23	23	19	28	24	81	81	41	38	46	35
Gfx	33	29	37	29	63	41	18	2	24	20	35	30	26	23	33	27	35	35	60	51	62	51
Ipc	51	39	37	37	37	37	0.83	0.84	58	39	60	45	55	48	61	55	12	12	64	54	65	61
Intl	56	44	24	24	59	57	1	0.87	30	24	73	66	51	43	52	44	96	96	37	33	77	59
Mini-Tunis	76	70	77	74	76	75	57	48	74	66	64	57	69	62	76	74	51	51	70	53	81	60
JUnit 4	54	49	54	51	54	49	38	34	41	31	46	40	47	41	57	55	51	51	58	50	39	36
Servlet-API	59	55	62	59	79	74	49	43	44	35	53	45	49	44	61	58	58	58	59	54	71	83
Easy mock	54	48	72	67	69	62	44	36	36	29	54	47	51	43	58	51	41	41	51	51	56	53
Calculator	40	35	44	39	46	40	19	13	15	10	37	31	26	23	47	38	29	29	46	40	24	21