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Bagging for SurvivalBoost to help monotonicity #82

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juAlberge
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new estimator:
BaggedSurvivalBoost
-> argument: bagging: to add the number of SurvivalBoost estimators to be created.

TODO:

  • Tests
  • documentation

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@Vincent-Maladiere Vincent-Maladiere left a comment

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Hey @juAlberge, thank you for this PR! Some early thoughts on this :)
Also, adding an example for the competing risk setting would be very nice

@Vincent-Maladiere
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I reimplemented the Bagging mechanism using sklearn BaseBagging.

  • Documentation is WIP
  • Tests are TODO

@juAlberge juAlberge changed the title adding bagged estimator to have better results in terms of monotonicity Bagging for SurvivalBoost to help monotonicity Jan 15, 2025
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2 participants