A New Metaheuristic-Based Hierarchical Clustering Algorithm for Software Modularization

Table 7

Algorithms comparison in terms of precision.

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 (%)	Verage (%)
Browser	83	62	33	321	100	96	7	5	49	28	55	48	79	71	84	76	95	95	56	41	73	58
Dom	53	41	27	24	44	43	2	2	33	21	38	33	49	39	51	44	82	82	75	56	56	45
Accessible	27	2	23	14	85	62	3	2	17	13	45	45	32	20	26	22	23	23	44	36	42	32
Extensions	26	26	26	19	35	28	3	2	12	10	36	36	19	16	75	72	69	69	39	33	43	30
Gfx	25	23	26	21	65	61	0.95	0.88	20	15	33	25	21	19	26	20	60	60	51	40	53	50
Ipc	50	29	25	25	26	26	0.43	0.42	50	28	57	34	45	38	55	48	95	95	52	41	58	50
Intl	45	32	15	15	49	47	0.51	0.44	17	15	72	65	45	42	40	32	94	94	26	21	71	69
Mini-Tunis	81	78	81	79	81	78	69	63	81	72	68	65	81	78	81	80	35	35	71	54	84	55
JUnit 4	63	61	61	60	61	60	57	51	59	53	48	41	61	59	61	60	54	54	68	61	46	43
Servlet-API	50	47	51	49	83	80	48	45	48	41	48	42	50	47	50	49	100	100	48	43	55	72
Easy mock	41	36	65	61	60	53	38	30	35	28	41	35	41	33	45	38	57	57	45	40	41	38
Calculator	35	31	37	35	37	32	14	10	12	8	29	25	20	17	40	33	20	20	40	34	14	12