Mining and prioritization of association rules for big data: multi-criteria decision analysis approach

Journal of Big Data

Table 10 Interesting rules

Order	Rules	Phi	Phi+	Phi−
1	Rule12	0.3571	0.6384	0.2813
2	Rule18	0.3170	0.6027	0.2857
3	Rule10	0.2768	0.5848	0.3080
4	Rule16	0.2054	0.5580	0.3527
5	Rule7	0.1518	0.5313	0.3795
6	Rule23	0.1250	0.5179	0.3929
7	Rule6	0.1161	0.4911	0.3750
8	Rule24	0.1116	0.4911	0.3795
9	Rule26	0.0714	0.4821	0.4107
10	Rule5	0.0670	0.4911	0.4241
11	Rule4	0.0670	0.4777	0.4107
12	Rule19	0.0670	0.5134	0.4464
13	Rule15	0.0536	0.4732	0.4196
14	Rule25	0.0402	0.4509	0.4107
15	Rule14	0.0402	0.4777	0.4375
16	Rule27	0.0268	0.4464	0.4196
17	Rule29	− 0.0223	0.4330	0.4554
18	Rule22	− 0.0268	0.4286	0.4554
19	Rule20	− 0.0536	0.4107	0.4643
20	Rule9	− 0.1071	0.4196	0.5268
21	Rule8	− 0.1161	0.4241	0.5402
22	Rule17	− 0.1339	0.3750	0.5089
23	Rule3	− 0.1384	0.3839	0.5223
24	Rule21	− 0.1741	0.3616	0.5357
25	Rule13	− 0.2054	0.3527	0.5580
26	Rule2	− 0.2455	0.3304	0.5759
27	Rule28	− 0.2500	0.3080	0.5580
28	Rule11	− 0.2679	0.3170	0.5848
29	Rule1	− 0.3527	0.2768	0.6295