Closed ogrisel closed 1 week ago
@juAlberge @Vincent-Maladiere @judithabk6 I think this branch is in a good enough shape to be reviewed for merging.
Note: I also updated the marginal competing risk estimation example to use KM based IPCW as this example is a case of a marginal censoring mechanism. Using KM-IPCW really improves the quality of the plots on censored data. Even when tweaking the other hyper-parameters I could not get the alternating IPCW strategy to work well on this example. This will also be investigated later.
This involves renaming the model class to
SurvivalBoost
as a short and easy to remember name.