A Novel Method of Interestingness Measures for Association Rules Mining Based on Profit

Table 5

Various measure evaluation results of various rules.

(a)

Rules	Sup.	Con.	Lift	Bi-lift	Val.	Conv.	Imp.	Bi-imp.	Csa.	CF	Bi-con.
	0.3	0.75	1.5	2.25	0.1	2	0.25	0.16	1.58	0.50	0.42
	0.3	0.75	1.08	1.13	0.1	1.2	0.05	0.03	0.35	0.17	0.08
	0.4	0.8	1.14	1.33	0.1	0.75	0.1	0.1	0.69	0.33	0.2
	0.3	0.75	1.88	4.5	0.2	2.4	0.35	0.23	2.26	0.58	0.58
	0.4	1	1.25	1.5	0	/	0.2	0.13	1.58	1.00	0.33
	0.3	0.75	0.95	0.9	−0.2	0.8	−0.05	−0.03	−0.4	−0.06	−0.08
	0.5	1	1.42	2.5	0.3	/	0.3	0.3	2.1	1.00	0.6
	0.4	0.67	0.95	0.89	0.1	0.9	−0.03	−0.05	−0.21	−0.04	−0.08
	0.4	0.8	1	1	0	1	0	0	0	0.00	0
	0.5	0.83	1.04	1.11	0.2	1.2	0.03	0.05	0.24	0.15	0.08
	0.4	1	1.25	1.5	0	/	0.2	0.13	1.58	1.00	0.33
	0.4	0.8	1	1	0	1	0	0	0	0.00	0
	0.5	0.71	0.89	0.71	0.2	0.7	−0.09	−0.21	−0.71	−0.11	−0.28
	0.3	0.6	1.5	3	0.2	1.5	0.2	0.2	1.29	0.33	0.4
	0.4	0.57	1.14	1.71	0.3	1.17	0.07	0.18	0.44	0.14	0.24
	0.3	0.75	1.88	4.5	0.2	2.4	0.35	0.23	2.26	0.58	0.58
	0.4	0.5	1.25	/	0.4	1.2	0.1	0.4	0.65	0.17	0.5
	0.5	0.71	1.42	/	0.5	1.75	0.21	0.49	1.33	0.42	0.71
	0.4	0.57	0.95	0.86	0.2	0.93	−0.03	−0.07	−0.19	−0.05	−0.1
	0.4	0.5	1	1	0.3	1	0	0	0	0.00	0
	0.5	0.63	1.04	1.25	0.4	1.07	0.03	0.12	0.19	0.08	0.13
	0.4	0.5	1.25	/	0.4	1.2	0.1	0.4	0.65	0.17	0.5
	0.4	0.5	1	1	0.3	1	0	0	0	0.00	0
	0.5	0.63	0.89	0.63	0.3	0.8	−0.07	−0.28	−0.48	−0.10	−0.38
	0.2	0.5	2.5	/	0.2	0.64	0.3	0.2	2.37	0.38	0.5

(b)

Rules	Lift rank	Bi-lift rank	Val. rank	Conv. rank	Imp. rank	Bi-imp. rank	Csa. rank	CF rank	Bi-con. rank
	5	9	17	6	5	10	5	6	8
	14	15	19	12	14	16	14	11	15
	13	13	18	23	12	14	10	9	13
	3	6	12	5	2	6	3	5	4
	11	12	22	3	8	12	7	3	11
	23	21	25	22	23	21	23	23	22
	7	8	5	1	3	4	4	2	2
	22	22	20	20	22	22	22	21	21
	20	20	24	18	20	20	20	20	20
	16	16	14	11	15	15	15	14	16
	10	11	21	2	7	11	6	1	10
	19	19	23	17	19	19	19	19	19
	25	24	16	24	25	24	25	25	24
	4	7	13	8	9	8	9	10	9
	12	10	6	13	13	9	13	15	12
	2	5	11	4	1	5	2	4	3
	9	3	3	10	11	3	12	13	7
	6	1	1	7	6	1	8	7	1
	21	23	15	19	21	23	21	22	23
	18	18	8	16	18	18	18	18	18
	15	14	4	14	16	13	16	16	14
	8	2	2	9	10	2	11	12	6
	17	17	7	15	17	17	17	17	17
	24	25	9	21	24	25	24	24	25
	1	4	10	25	4	7	1	8	5

Note: keep two digits after the decimal point.