Intelligent Mining of Association Rules Based on Nanopatterns for Code Smells Detection

Table 18

Comparison of proposed work with existing works.

Software	PSO		GP		GA		PEA		HPSOM		Proposed work
	PR	RE	PR	RE	PR	RE	PR	RE	PR	RE	PR	RE
jEdit	86	90	84	77	77	85	87	88	92	95	96	95
Nutch	90	86	82	86	83	84	88	87	90	92	93	95
Lucene	92	82	84	78	82	84	91	86	94	88	86	92
Rhino	89	93	81	84	86	81	89	92	95	95	87	93

PR: precision and RE: recall. Bold values denote the highest precision and recall values.