Table 1 Confusion matrix of prediction results on the real plasma samples
Method | True class | Predicted class | |||||
|---|---|---|---|---|---|---|---|
Breast | Colon | Kidney | Liver | Lung | Non-cancer | ||
CancerLocator | Breast | 20 | 0 | 0 | 0 | 0 | 30 |
Liver | 0 | 0 | 20 | 233 | 33 | 4 | |
Lung | 14 | 0 | 0 | 10 | 68 | 28 | |
Non-cancer | 0 | 0 | 10 | 17 | 1 | 142 | |
Random forest | Breast | 0 | 0 | 1 | 0 | 1 | 48 |
Liver | 3 | 3 | 10 | 53 | 7 | 214 | |
Lung | 4 | 0 | 1 | 0 | 1 | 114 | |
Non-cancer | 0 | 0 | 0 | 1 | 0 | 169 | |
SVM | Breast | 0 | 0 | 0 | 0 | 15 | 35 |
Liver | 0 | 0 | 13 | 66 | 34 | 177 | |
Lung | 0 | 0 | 1 | 0 | 26 | 93 | |
Non-cancer | 0 | 0 | 1 | 0 | 12 | 157 | |