Table 5:
Quantile ranges for log-likelihood in Real Datasets. Note AFT did not converge to reasonable solutions for SEER.
Models | Observed | Censored | ||||
---|---|---|---|---|---|---|
FLCHAIN | SUPPORT | SEER | FLCHAIN | SUPPORT | SEER | |
AFT | 2.491 | 4.706 | NA | 0.468 | 1.850 | NA |
MLP | 2.970 | 4.273 | 1.780 | 0.518 | 1.540 | 0.623 |
VSI-NoQ | 7.34 | 4.744 | 1.801 | 0.559 | 1.634 | 0.529 |
VSI | 2.213 | 4.143 | 1.718 | 0.537 | 1.354 | 0.508 |