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

Table 8

Various measure evaluation results of various rules.

(a)

Rules	Cost	Profit	Sup.	Con.	Lift	Imp.	Csa.	Bi-imp.	IFBP
	1	2	0.3	0.75	1.88	0.35	2.26	0.23	0.23
	5	6	0.3	0.75	1.88	0.35	2.26	0.23	0.23
	5	4	0.5	1	1.42	0.3	2.1	0.3	−0.3
	7	5	0.3	0.75	1.5	0.25	1.58	0.16	−0.32
	3	3	0.5	0.71	1.42	0.21	1.33	0.49	0
	1	5	0.4	1	1.25	0.2	1.58	0.13	0.52
	5	5	0.4	1	1.25	0.2	1.58	0.13	0
	6	3	0.3	0.6	1.5	0.2	1.29	0.2	−0.6
	2	7	0.4	0.8	1.14	0.1	0.69	0.1	0.5
	1	3	0.4	0.5	1.25	0.1	0.65	0.4	0.8
	2	2	0.4	0.5	1.25	0.1	0.65	0.4	0
	3	5	0.4	0.57	1.14	0.07	0.44	0.18	0.36
	4	7	0.3	0.75	1.08	0.05	0.35	0.03	0.09
	1	5	0.5	0.83	1.04	0.03	0.24	0.045	0.18
	2	4	0.5	0.63	1.04	0.03	0.19	0.12	0.24
	5	3	0.3	0.43	1.08	0.03	0.19	0.07	−0.14
	3	5	0.4	0.5	1	0	0	0	0
	1	3	0.4	0.5	1	0	0	0	0
	2	5	0.4	0.8	1	0	0	0	0
	2	5	0.4	0.8	1	0	0	0	0
	5	7	0.3	0.38	0.95	−0.02	−0.13	−0.08	−0.16
	3	4	0.4	0.57	0.95	−0.03	−0.19	−0.07	−0.07
	2	4	0.4	0.67	0.95	−0.03	−0.21	−0.045	−0.09
	3	5	0.3	0.75	0.95	−0.05	−0.4	−0.03	−0.06
	1	4	0.5	0.63	0.89	−0.07	−0.48	−0.28	−0.84
	4	5	0.5	0.71	0.89	−0.09	−0.71	−0.21	−0.21

(b)

Rules	Cost	Profit	Lift Rank	Imp. Rank	Csa. Rank	Bi-imp. Rank	IFBP Rank
	1	2	1	1	1	5	6
	5	6	2	2	2	6	7
	5	4	6	3	3	4	23
	7	5	3	4	4	9	24
	3	3	5	5	7	1	12
	1	5	8	6	5	10	2
	5	5	10	7	6	11	15
	6	3	4	8	8	7	25
	2	7	11	9	9	13	3
	1	3	7	10	10	2	1
	2	2	9	11	11	3	13
	3	5	12	12	12	8	4
	4	7	13	13	13	16	9
	1	5	16	14	14	15	8
	2	4	15	15	15	12	5
	5	3	14	16	16	14	20
	3	5	17	17	17	17	10
	1	3	18	18	18	18	11
	2	5	19	19	19	19	14
	2	5	20	20	20	20	16
	5	7	24	21	21	24	21
	3	4	22	22	22	23	18
	2	4	23	23	23	22	19
	3	5	21	24	24	21	17
	1	4	26	25	25	26	26
	4	5	25	26	26	25	22

Note: keep two digits after the decimal point.