A New Metaheuristic-Based Hierarchical Clustering Algorithm for Software Modularization

Table 6

Algorithms comparison in terms of MoJoFM.

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	70	65	60	52	72	68	45	36	52	48	55	50	70	65	52	49	66	66	68	64	80	78
Dom	58	55	53	48	54	46	26	25	39	36	45	42	58	55	58	55	83	83	77	75	74	75
Accessible	42	39	37	36	40	36	27	24	27	26	55	53	38	36	42	39	42	42	65	61	78	54
Extensions	50	46	59	46	53	44	22	21	28	25	35	33	48	46	51	46	77	77	65	62	84	71
Gfx	54	50	61	54	67	57	29	29	42	41	57	55	54	50	60	57	73	73	84	81	86	75
Ipc	81	81	81	81	81	81	40	38	81	81	81	80	80	79	80	79	61	61	91	90	67	70
Intl	80	76	75	75	84	81	41	39	75	75	78	76	71	68	75	71	92	92	86	80	89	79
Mini-Tunis	80	78	80	76	80	73	71	69	80	71	80	78	59	51	80	73	46	46	80	75	84	67
JUnit 4	60	58	60	58	60	56	59	51	60	58	60	59	60	57	67	65	63	63	65	60	60	51
Servlet-API	90	88	91	90	88	85	73	68	78	75	71	61	83	80	90	84	89	89	80	71	93	90
Easy mock	78	73	75	69	71	60	61	53	63	51	65	54	78	69	78	73	67	67	60	49	87	91
Calculator	40	37	41	38	41	35	33	31	38	31	41	38	40	37	41	39	44	44	62	54	85	79