| |
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.
