Evaluating associative classification algorithms for Big Data

Big Data Analytics

Table 4 Classical algorithms

	CBA	CBA2	CMAR	C4.5	Ripper	CORE	OneR
Results for the accuracy measure
CPAR	0.048	0.810	0.000	0.500	0.042	0.000	0.000
Results for the kappa measure
CPAR	0.317	0.996	0.002	0.996	0.977	0.002	0.000

p-values for the Holland test with α=0.01. Bold typeface denotes the algorithm whose ranking was the best

ISSN: 2058-6345