Table 8 PART rules generated by decision trees using C 4.5a
From: Prediction of protein-protein interaction types using association rule based classification
#b | Rules discovered by C4.5 Decision Tree | Type | Conf | Supp | Corresponding rulesc |
|---|---|---|---|---|---|
5 | AVGASA > 68.73025 AND nAtom > 60 AND LCS > 2.61 AND Strand ≤ 32.857 AND SCOPClass = 7 | ENZ | 1 | 0.03 | 35, 5, 3, 36 |
38 | sRatio ≤ 29.411765 AND HH > 0.277096 AND SCOPClass = 2 AND Strand > 16.949 AND Strand > 21.324 AND nSSE > 10 | ENZ | 1 | 0.02 | 40, 39 |
4 | Loop > 50.299 AND nAtom > 60 AND Helix ≤ 33.636 AND AVGASA ≤ 41.137133 | ENZ | 0.99 | 0.07 | 35, 6 |
27 | inPro ≤ 2.016077 AND Helix > 48.485 AND LCS > 1.727 AND Strand ≤ 8.571 AND SCOPClass = 1 AND AVGASA ≤ 53.133 | nonENZ | 1 | 0.02 | 8, 10 |
40 | SCOPClass = 1 AND Strand ≤ 2.26 | nonENZ | 1 | 0.01 | 15 |
1 | nAtom > 189 AND Loop ≤ 66.316 AND nSSE > 13 AND Helix ≤ 19.481 AND sRatio ≤ 80.833 AND inPro > -1.570 AND LCS > 3.714 AND Loop ≤ 46.7 | HET | 1 | 0.05 | 20, 21 |
3 | nAtom > 212 AND Strand ≤ 10.738 AND nSSE > 13 AND inPro > -1.476973 AND nAtom > 384 | HET | 1 | 0.05 | 20, 18, 19 |
34 | SCOPClass = 3 AND Helix > 18.421 | HOM | 1 | 0.02 | 25 |
15 | HH > 0.433 AND AVGASA > 55.984 AND nAA ≤ 34 | HOM | 1 | 0.01 | 27 |