A New Metaheuristic-Based Hierarchical Clustering Algorithm for Software Modularization

Table 8

Algorithms comparison in terms of recall.

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	65	55	51	46	56	51	70	54	42	36	35	32	55	51	61	57	10	10	56	52	60	49
Dom	43	40	40	37	38	35	48	44	29	29	31	30	41	33	46	39	42	42	71	67	52	71
Accessible	31	23	27	25	29	24	50	37	21	19	26	26	31	25	44	40	30	30	56	51	63	52
Extensions	35	30	51	37	39	27	36	31	20	17	18	17	30	24	28	22	98	98	48	45	50	49
Gfx	48	39	68	48	62	43	42	40	31	30	42	39	33	28	46	42	25	25	80	72	75	58
Ipc	70	69	70	69	69	68	63	62	68	68	72	72	70	65	69	63	6	6	84	81	73	85
Intl	74	72	62	61	75	72	60	60	60	59	71	70	58	44	76	71	94	94	82	74	84	63
Mini-Tunis	71	63	73	70	71	70	48	39	68	61	60	51	60	52	71	69	92	92	69	52	78	67
JUnit 4	48	41	48	45	48	41	28	25	31	22	45	39	38	32	53	50	49	49	50	43	34	31
Servlet-API	73	65	78	74	75	68	51	42	41	30	59	48	48	41	78	72	41	41	75	69	100	98
Easy mock	79	72	81	74	81	76	52	45	38	31	80	73	68	61	83	78	32	32	78	70	90	90
Calculator	48	40	55	43	61	50	28	19	21	12	50	42	39	35	55	44	52	52	55	49	89	80