Table 3. Max Model with C-Index Results. Feature Sets versus Risk Years.
FeatureSet / RiskYear | 1 | 2 | 3 | 4 | 5 |
---|---|---|---|---|---|
Demographics | 0.720 | 0.708 | 0.709 | 0.710 | 0.713 |
advanced_disease | 0.748 | 0.739 | 0.714 | 0.699 | 0.682 |
risk_factor | 0.720 | 0.715 | 0.702 | 0.694 | 0.687 |
demo + advanced_disease | 0.805 | 0.788 | 0.774 | 0.765 | 0.757 |
demo + risk_factor | 0.769 | 0.761 | 0.754 | 0.753 | 0.750 |
risk_factor + advanced_disease | 0.794 | 0.785 | 0.760 | 0.747 | 0.732 |
demo + risk_factor + advanced_disease | 0.822 | 0.806 | 0.791 | 0.780 | 0.772 |
Continuous | 0.688 | 0.693 | 0.684 | 0.676 | 0.671 |
demo + continuous | 0.763 | 0.747 | 0.732 | 0.731 | 0.731 |
demo + advanced_disease + continuous | 0.811 | 0.805 | 0.781 | 0.769 | 0.763 |
demo + risk_factor + continuous | 0.790 | 0.782 | 0.763 | 0.758 | 0.756 |
demo + advanced_disease + risk_factor + continuous | 0.828 | 0.816 | 0.797 | 0.785 | 0.776 |