From: Assessment of performance of survival prediction models for cancer prognosis
 | Survival Threshold | Risk | Number of Training | Number of Test samples | Number of Misclassification | ||||
---|---|---|---|---|---|---|---|---|---|
A | B | C | D | E | |||||
 | Year | Group | samples | ||||||
SVM | 4 | high | 28 | 10 | 10 | 6 | 7 | 7 | 7 |
 |  | low | 50 | 9 | 1 | 2 | 3 | 2 | 3 |
 | 5 | high | 34 | 12 | 9 | 1 | 3 | 2 | 5 |
 |  | low | 44 | 7 | 1 | 2 | 2 | 2 | 2 |
 | 6 | high | 43 | 14 | 5 | 2 | 3 | 2 | 2 |
 |  | low | 35 | 5 | 1 | 1 | 2 | 1 | 1 |
RF | 4 | high | 28 | 10 | 10 | 6 | 5 | 5 | 7 |
 |  | low | 50 | 9 | 2 | 1 | 3 | 1 | 3 |
 | 5 | high | 34 | 12 | 10 | 1 | 5 | 5 | 6 |
 |  | low | 44 | 7 | 1 | 2 | 2 | 0 | 2 |
 | 6 | high | 43 | 14 | 6 | 1 | 5 | 3 | 6 |
 | low | 35 | 5 | 2 | 1 | 2 | 1 | 2 | |
LR | 4 | high | 28 | 10 | 7 | 5 | 6 | 6 | 6 |
 |  | low | 50 | 9 | 1 | 2 | 3 | 4 | 4 |
 | 5 | high | 34 | 12 | 8 | 3 | 6 | 7 | 8 |
 |  | low | 44 | 7 | 0 | 4 | 2 | 3 | 1 |
 | 6 | high | 43 | 14 | 6 | 1 | 3 | 3 | 7 |
 |  | low | 35 | 5 | 0 | 3 | 2 | 2 | 1 |