Table 5.
Comparison of classifiers (ovarian cancer dataset)
| Ciphergen C | Cromwell A | |||||
| CM10/Q10 | CM10 | Q10 | CM10/Q10 | CM10 | Q10 | |
| DLDA | 77 (57–93) | 71 (50–93) | 71 (50–86) | 78 (64–93) | 74 (57–93) | 70 (43–93) |
| Naive Bayes | 70 (50–93) | 66 (43–86) | 63 (43–86) | 69 (50–86) | 68 (50–86) | 60 (36–86) |
| PCDA | 73 (50–93) | 70 (50–93) | 67 (43–86) | 77 (57–93) | 73 (57–86) | 77 (50–93) |
| SVM | 77 (57–93) | 71 (50–86) | 70 (50–86) | 79 (64–93) | 77 (57–93) | 79 (50–93) |
| Tree | 69 (43–93) | 69 (43–93) | 64 (36–86) | 58 (36–79) | 58 (36–79) | 52 (29–71) |
Average classification accuracy (95% confidence interval) of ovarian cancer versus control on 1000 test sets (size of training sets: 14, size of test sets: 14). Pre-processing was done using setting C for Ciphergen and setting A for Cromwell. Classifiers without feature selection.