Areas under the receiver operating characteristic (ROC) curves for logistic regression and the growing cell structure (GCS) system for the test set of the Crohn's disease versus ulcerative colitis (UC) data set
Logistic regression | GCS system | Human performance | ||||||
---|---|---|---|---|---|---|---|---|
All variables | Forward conditional | Backward conditional | BSG selected | All variables | BSG selected | Initial diagnosis | Observer diagnosis | |
BSG, British Society of Gastroenterology; N/A, not applicable; SE, standard error. | ||||||||
Area under ROC curve | 0.7564 | 0.7596 | 0.7812 | 0.7771 | 0.7202 | 0.7334 | N/A | N/A |
SE of area under ROC curve | 0.0464 | 0.0460 | 0.0437 | 0.0442 | 0.0466 | 0.0465 | N/A | N/A |
Sensitivity for UC | 84% | 63% | 69% | 67% | 66% | 74% | 65% | 61% |
Specificity | 62% | 87% | 78% | 79% | 66% | 62% | 98% | 76% |