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[ENH] feature importance interface and tag for regression models #376

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fkiraly opened this issue Jun 7, 2024 · 0 comments
Open

[ENH] feature importance interface and tag for regression models #376

fkiraly opened this issue Jun 7, 2024 · 0 comments
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API design API design & software architecture feature request New feature or request module:regression probabilistic regression module module:survival&time-to-event module for time-to-event prediction aka survival prediction

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@fkiraly
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fkiraly commented Jun 7, 2024

Some native and interfaced models have the ability to return feature importances, such as various tree models, or GAM and cyclic-boosting.

We should consider how to best design this and implement, possibly:

  • a feature importance interface point
  • a capability:feature_importance tag that indicates whether the model return this
@fkiraly fkiraly added module:regression probabilistic regression module feature request New feature or request module:survival&time-to-event module for time-to-event prediction aka survival prediction API design API design & software architecture labels Jun 7, 2024
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API design API design & software architecture feature request New feature or request module:regression probabilistic regression module module:survival&time-to-event module for time-to-event prediction aka survival prediction
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