Table 9. 10-fold CV prediction accuracy of eight tumor microarray datasets using different classification methods.
Dataset name | LDA+SVM | ICA+SVM | SRC | MSRC-SVD | PFMSRC |
colon | 81.67 | 90.00 | 87.14 | 90.24 | 90.24 |
DLBCL | 92.14 | 97.14 | 97.14 | 91.96 | 95.89 |
Gliomas | 86.50 | 86.50 | 78.33 | 78.33 | 84.00 |
Acute leukemia | 96.50 | 95.57 | 96.07 | 97.50 | 95.00 |
SRBCT | 96.64 | 95.75 | 1 | 1 | 1 |
ALL | 97.61 | 94.83 | 96.46 | 93.59 | 97.63 |
MLLLeukemia | 95.65 | 95.89 | 98.75 | 98.75 | 97.32 |
LukemiaGloub | 97.32 | 96.32 | 98.57 | 98.57 | 96.07 |