Automatic Rule Generation for Decision-Making in Context-Aware Systems Using Machine Learning

Table 7

Computational time analysis for our six datasets in seconds.

Dataset	NB	JRip	DT	Hong et al. [14]	Sarker [16]	Our approach
Breast	0.05	0.04	0.02	0.03	0.05	0.06
Heart	0.02	0.05	0.06	0.04	0.06	0.10
Hepatitis	0.05	0.04	0.03	0.03	0.05	0.08
Weather	0.02	0.02	0.05	0.04	0.06	0.16
Iris	0.02	0.01	0.02	0.02	0.04	0.06
Adult	1.13	1.48	1.94	1.08	1.10	1.82
Average	0.29	0.27	0.35	0.21	0.23	0.38