TABLE 3.
Summary of regression analyses categorizing AA residues by physico-chemical properties
| Method | Data set | % Correct classifications | Relevant residuesa |
|---|---|---|---|
| Stepwise logistic regression | All patients | 70 | 293**, 308**, 341**, 360* |
| Regression trees | All patients | 77 (13 leaves) | 293, 304, 308, 341, 360 |
| Stepwise logistic regression | Pruned | 74 | 293**, 308**, 341** |
| Forward logistic regression | Pruned | 81 | 293, 308, 341, 360, 362 |
| Regression trees | Pruned | 90 (10 leaves) or 88 (15 leaves) | 293, 304, 308, 341, 360, 362 |
**, P < 0.01; *, 0.05 < P < 0.01.