Table 4. SVM classification with 10-fold cross validation to classify samples into normal, primary or metastasis using protein or miRNA expression profiles.
Protein complexes | miRNA |
Arul data | GSE23022 |
Primary vs. Normal: 85% | Primary vs. Normal:77.5% |
Primary vs. Metastasis: 100% | |
Normal vs. Metastasis: 100% | |
NCI60 (Normal vs. Primary tumor) | |
Yu data | Prostate: 91% |
Primary vs. Normal: 80% | Colon:100% |
Primary vs. Metastasis: 83% | Kidney: 100% |
Normal vs. Metastasis: 76% | Lung: 100% |
Breast 100% |