soda-inria / hazardous

Competing Risks and Survival Analysis
https://soda-inria.github.io/hazardous/
MIT License
45 stars 11 forks source link

Integrate new version of the model that jointly models the competing risk incidences #53

Closed ogrisel closed 1 week ago

ogrisel commented 2 months ago

This involves renaming the model class to SurvivalBoost as a short and easy to remember name.

ogrisel commented 1 month 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.