A Genetic Algorithm Based Multilevel Association Rules Mining for Big Datasets

Table 3

Number of association rules mined from 1000 and 2000 transactions in two datasets.

Results from dataset 1
Number of transactions	Type	Time (s)
		62.5	125	250	400	1000	2000	2500
1000	GA	32.8	67.7	94.4	97	97	97	97
	AP	0	0	0	1	56	98	98
2000	GA	7	30.4	66.9	92.3	116.6	116.6	116.6
	AP	0	0	0	0	35	97	118
Results from dataset 2
Number of transactions	Type	Time (s)
		15	20	40	100	200	400	600
500	GA	57.6	97.2	150.9	151	151	151	151
	AP	0	0	0	46.4	130	151	151
1000	GA	0	57.3	130.9	147	147	147	147
	AP	0	0	0	39	74	141	147