CRC case number | GEO | Outcome | Compound covariate (%) | Diagonal linear discriminant (%) | 1-NN (%) | 3-NN (%) | Nearest centroid (%) | SVM (%) | Bayesian compound covariate (%) | CV-AUC from Bayesian compound covariate |
---|---|---|---|---|---|---|---|---|---|---|
100 | GSE5206 | Recurrence | 82 | 83 | 75 | 80 | 80 | 77 | 86 | 0.833 |
70 | GSE9348 | Metastasis | 70 | 76 | 79 | 81 | 70 | 73 | 85 | 0.768 |
53 | GSE18088 | Relapse | 75 | 75 | 75 | 75 | 77 | 72 | 89 | 0.863 |
111 | GSE18105 | Metastasis | 57 | 53 | 66 | 60 | 56 | 61 | N/A | 0.548 |
75 | GSE64857 | Recurrence | 61 | 60 | 64 | 64 | 63 | 57 | 81 | 0.684 |