Research Article
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 |
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(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 |
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Note: keep two digits after the decimal point.
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