|
Comparison of the accuracy of OBC with different classification methods. |
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| Dataset |
Method |
% correct LOOCV |
% correct prediction of independent test samples |
|
|
|||
| Sarcoidosis |
OBC |
96% |
75% |
| BGA |
75 |
50 |
|
| GA/KNN |
92 |
62.5 |
|
| MAMA |
67 |
62.5 |
|
| Shrunken centroids |
791 |
62.51 |
|
| Tumour |
OBC |
100 |
100 |
| BGA |
92.6 |
95 |
|
| GA/KNN |
100 |
95 |
|
| MAMA |
98 |
76 |
|
| Shrunken centroids |
1002 |
902 |
|
|
1Threshold of 2.801 2Threshold of 2.459 | |||
Baty et al. BMC Bioinformatics 2005 6:239 doi:10.1186/1471-2105-6-239 |
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