Task | Base classifier algorithms | ELAS | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
SVM | L2-LR | CART | SVM-ELAS | L2-LR-ELAS | CART-ELAS | |||||||
Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | |
1-year recurrence | 0.145 | 0.028 | 0.178 | 0.070 | 0.118 | 0.046 | 0.153 | 0.052 | 0.173 | 0.074 | 0.156 | 0.055 |
1-year death | 0.123 | 0.042 | 0.137 | 0.042 | 0.109 | 0.029 | 0.129 | 0.039 | 0.133 | 0.040 | 0.136 | 0.041 |
3-year recurrence | 0.518 | 0.054 | 0.497 | 0.041 | 0.406 | 0.033 | 0.527 | 0.050 | 0.509 | 0.047 | 0.486 | 0.044 |
3-year death | 0.437 | 0.054 | 0.413 | 0.048 | 0.352 | 0.061 | 0.459 | 0.047 | 0.421 | 0.047 | 0.448 | 0.068 |
5-year recurrence | 0.760 | 0.057 | 0.742 | 0.065 | 0.648 | 0.054 | 0.758 | 0.055 | 0.745 | 0.064 | 0.724 | 0.046 |
5-year death | 0.694 | 0.045 | 0.680 | 0.036 | 0.532 | 0.035 | 0.695 | 0.040 | 0.690 | 0.034 | 0.634 | 0.052 |
All tasks | 0.446 | 0.250 | 0.441 | 0.234 | 0.361 | 0.203 | 0.453 | 0.247 | 0.445 | 0.239 | 0.431 | 0.227 |