Table 2.
The association rules found in the data by the generalized rule induction (GRI) method, showing 100 most important rules created by GRI algorithm in classifying benign (B), malignant (M) and common (C) proteins expressed in breast cancers.
| Antecedent | Support (%) |
|---|---|
| Count of Ile-Ile > 2.500 | 42.86 |
| Count of Ile > 27.000 and Freq of Ala-Ala < 0.004 | 42.86 |
| Count of Phe-Lys > 0.500 and Count of Ile > 28.500 | 38.1 |
| Count of Ala-Gly > 0.500 and Count of Ile-Cys > 0.500 | 38.1 |
| Count of Ile > 27.000 and Count of Tyr-Pro > 0.500 | 38.1 |
| Freq of Met-Ser < 0.000 and Freq of Gln-Val < 0.002 and Freq of Asp < 0.078 | 23.81 |
| Count of Asp-Arg > 1.500 | 33.33 |
| Count of Asp-Lys > 2.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Cys-Val > 1.500 and Count of Ile > 30.000 | 33.33 |
| Count of Ala-Gly > 0.500 and Count of Asp-Arg > 1.500 | 33.33 |
| Count of Ala-Gly > 0.500 and Freq of Asp < 0.059 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ala-Gly > 0.500 and Count of Ile > 28.500 and Freq of Ala-Leu < 0.008 | 33.33 |
| Count of Ile > 27.000 and Count of Tyr-Cys < 1.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Val-Ala < 7.000 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Ser-Val < 5.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Gln-Val < 6.000 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Asn-Arg < 4.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Met-Ser < 2.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Lys-Phe < 4.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Ile-Pro < 2.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Ile-Ile < 5.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Gly-Ile < 5.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Gly-Phe < 3.500 and Freq of Asp-Leu < 0.006 | 33.33 |
| Count of Ile > 27.000 and Count of Phe-Lys < 4.000 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Phe-Phe > 0.500 and Freq of Ala-Leu < 0.008 | 33.33 |
| Count of Ile > 27.000 and Count of Glu-Asn < 3.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Asp-Arg < 4.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Asp-Lys < 6.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Ala-Ile < 7.000 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Ala-Gly < 3.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Freq of Asp < 0.056 and Freq of Ala-Ala < 0.004 | 33.33 |
| Count of Ile > 27.000 and Count of Phe < 64.500 and Freq of Ala-Ala < 0.004 | 33.33 |
| Freq of Asn-Ile < 0.000 and Freq of Ala-Ala < 0.008 and Count of Asp-Lys > 1.500 | 14.29 |
| Freq of Asn-Ile < 0.000 and Count of Asp-Lys > 1.500 and Freq of Ala-Ala < 0.008 | 14.29 |
| Freq of Asn-Ile < 0.000 and Freq of Ile > 0.040 and Freq of Ala-Leu < 0.008 | 14.29 |
| Freq of Asn-Ile < 0.000 and Count of Ile > 11.500 and Freq of Ala-Leu < 0.008 | 14.29 |
| Freq of Gly-Phe < 0.000 and Freq of Ala-Ala < 0.008 and Count of Ile > 11.500 | 14.29 |
| Freq of Gly-Phe < 0.000 and Count of Asp-Lys > 1.500 and Freq of Ala-Ala < 0.008 | 14.29 |
| Count of Ala-Ile < 1.500 and Freq of Ala-Ala < 0.008 and Count of Ile > 11.500 | 14.29 |
| Count of Ala-Ile < 1.500 and Count of Ile-Ile > 0.500 and Freq of Ala-Ala < 0.008 | 14.29 |
| Count of Ala-Ile < 1.500 and Count of Asp-Lys > 1.500 and Freq of Ala-Ala < 0.008 | 14.29 |
| Count of Ile < 25.500 and Freq of Ala-Ala < 0.008 and Count of Ile > 11.500 | 14.29 |
| Count of Ile < 25.500 and Count of Ile-Ile > 0.500 and Freq of Ala-Ala < 0.008 | 14.29 |
| Count of Ile < 25.500 and Count of Asp-Lys > 1.500 and Freq of Ala-Ala < 0.008 | 14.29 |
| Count of Asp-Lys > 2.500 and Count of Asp-Tyr > 1.500 | 28.57 |
| Count of Asp-Lys > 2.500 and Freq of Ile < 0.066 and Freq of Ala-Ala < 0.004 | 28.57 |
| Count of Ala-Ile > 2.500 and Freq of Asp-Leu < 0.006 | 28.57 |
| Count of Ala-Gly > 0.500 and Freq of Ile > 0.059 | 28.57 |
| Count of Ala-Gly > 0.500 and Freq of Asp < 0.059 and Freq of Asp > 0.044 | 28.57 |
| Count of Ala-Gly > 0.500 and Count of Cys > 14.000 and Freq of Ala-Leu < 0.006 | 28.57 |
| Freq of Ile > 0.059 and Count of Ala-Gly > 0.500 | 28.57 |
| Count of Ile > 27.000 and Count of Gly-Ile < 5.500 and Count of Tyr-Pro > 0.500 | 28.57 |
| Count of Ile > 27.000 and Count of Gly-Phe < 3.500 and Count of Phe-Lys > 1.500 | 28.57 |
| Count of Ile > 27.000 and Count of Phe-Lys < 4.000 and Count of Cys-Val > 1.500 | 28.57 |
| Count of Ile > 27.000 and Count of Phe-Asp < 4.000 and Freq of Ala-Ala < 0.004 | 28.57 |
| Count of Ile > 27.000 and Count of Glu-Asn < 3.500 and Count of Cys-Val > 1.500 | 28.57 |
| Count of Ile > 27.000 and Count of Asp-Arg < 4.500 and Count of Glu-Asn > 1.500 | 28.57 |
| Count of Ile > 27.000 and Count of Asp-Lys < 6.500 and Count of Cys-Val > 1.500 | 28.57 |
| Count of Ile > 27.000 and Count of Cys-Val < 2.500 and Freq of Ala-Ala < 0.004 | 28.57 |
| Count of Ile > 27.000 and Count of Ala-Ile < 7.000 and Count of Cys-Val > 1.500 | 28.57 |
| Count of Ile > 27.000 and Freq of Asp < 0.056 and Count of Asn-Arg > 1.500 | 28.57 |
| Count of Ile > 27.000 and Count of Phe < 64.500 and Count of Cys-Val > 1.500 | 28.57 |
| Count of Ile > 27.000 and Count of Cys < 28.500 and Freq of Ala-Ala < 0.004 | 28.57 |
| Freq of Met-Ser < 0.000 and Freq of Lys-His < 0.002 and Count of Thr-Ile > 0.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Freq of Phe-Met < 0.002 and Count of Thr-Ile > 0.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Freq of Asp-Leu < 0.013 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Freq of Asp-Ala (1) < 0.014 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Freq of Asp-Asp < 0.004 and Count of Thr-Ile > 0.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Count of Thr-Ile > 0.500 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Count of Asn-Arg < 0.500 and Count of Cys > 1.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Count of Leu-Ile > 0.500 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Met-Ser < 0.000 and Freq of Asp < 0.070 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Freq of Lys-His < 0.002 and Count of Thr-Ile > 0.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Freq of Phe-Met < 0.002 and Count of Cys > 1.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Freq of Asp-Leu < 0.013 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Freq of Asp-Ala (1) < 0.014 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Freq of Asp-Asp < 0.004 and Count of Thr-Ile > 0.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Count of Thr-Ile > 0.500 and Count of Asn-Arg < 0.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Count of Asn-Arg < 0.500 and Count of Cys > 1.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Count of Leu-Ile > 0.500 and Count of Asp-Arg < 0.500 | 19.05 |
| Freq of Cys-Tyr < 0.000 and Freq of Asp < 0.070 and Count of Asn-Arg < 0.500 | 19.05 |
| Count of Met-Ser < 0.500 and Freq of Ala-Leu > 0.008 | 19.05 |
| Count of Met-Ser < 0.500 and Count of Asn-Arg < 0.500 and Freq of Ala-Leu > 0.008 | 19.05 |
| Count of Met-Ser < 0.500 and Freq of Asp < 0.070 and Freq of Ala-Leu > 0.008 | 19.05 |
| Count of Asp-Lys > 2.500 and Count of Asp-Arg < 4.500 and Freq of Ile > 0.048 | 23.81 |
| Count of Asp-Lys > 2.500 and Count of Ala-Ile < 7.000 and Count of Leu-Ile > 3.500 | 23.81 |
| Count of Asp-Lys > 2.500 and Count of Ala-Gly < 3.500 and Freq of Ala-Ala < 0.004 | 23.81 |
| Count of Asp-Lys > 2.500 and Freq of Ile < 0.066 and Count of Asp-Tyr > 1.500 | 23.81 |
| Count of Asp-Lys > 2.500 and Freq of Asp < 0.056 and Freq of Asp > 0.044 | 23.81 |
| Count of Asp-Lys > 2.500 and Count of Ile < 85.500 and Freq of Ile > 0.048 | 23.81 |
| Count of Asp-Lys > 2.500 and Count of Phe < 64.500 and Count of Leu-Ile > 3.500 | 23.81 |
| Count of Asp-Lys > 2.500 and Count of Cys > 14.000 and Freq of Ala-Leu < 0.006 | 23.81 |
| Count of Cys-Val > 1.500 and Count of Cys > 19.000 | 23.81 |
| Count of Ala-Ile > 2.500 and Count of Val-Tyr > 2.000 | 23.81 |
| Count of Ala-Ile > 2.500 and Count of Val-Ala < 9.500 and Freq of Asp-Leu < 0.006 | 23.81 |
| Count of Ala-Ile > 2.500 and Count of Thr-Tyr < 2.500 and Freq of Asp-Leu < 0.006 | 23.81 |
| Count of Ala-Ile > 2.500 and Count of Thr-Ile < 6.500 and Freq of Asp-Leu < 0.006 | 23.81 |
| Count of Ala-Ile > 2.500 and Count of Ser-Val < 8.000 and Freq of Asp-Leu < 0.006 | 23.81 |
| Count of Ala-Ile > 2.500 and Count of Ser-Phe < 5.500 and Freq of Asp-Leu < 0.006 | 23.81 |