valeman

Results 16 issues of valeman

### Module Regression ### Contact Details _No response_ ### Feature Request What classes of estimators does EnbPI in PUNCC works with? The tutorial mentions RandomForest, the EnbPI model as such...

enhancement

A new paper shows that temperature scaling before conformal prediction in several popular models implemented in MAPIE including RAPS leads to unnecessary increase in the width of predictions sets. It...

bug

### Module Classification ### Contact Details _No response_ ### Feature Request The models offered by PUNCC for classification seem to be mostly from computer vision rather than models for tabular...

enhancement

@vincentblot28 have you considered creating notebook for this Kaggle competition using conformalized_gp? https://www.kaggle.com/competitions/prediction-interval-competition-i-birth-weight/overview

A recent paper highlighted that tabular LLM produce different results when the rows or columns are permuted. Whilst LightGBM and XGBoost don’t have the issue, testing appears to show that...

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