Christian Marius Lillelund

Position: Stop Chasing the C-index when Evaluating Survival Analysis Models

The current state of evaluation in survival analysis is plagued by the persistent use of evaluation metrics in ways that are misaligned with the stated modeling objective. In addition, many such evaluations are based on censoring assumptions that are left implicit or unjustified. This means that the…