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finncatling / lap-risk

Uncertainty-aware mortality risk modelling in emergency laparotomy, using data from the NELA.
MIT License
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Analyse sensitivity of lactate / albumin splines to mortality labels as imputation model features #100

Closed finncatling closed 3 years ago

finncatling commented 3 years ago

Also see discussion in #48

finncatling commented 3 years ago

We will be doing visual comparison of these splines, so we only need to refit novel model for the first train-test split and generate a PD plot. Could refit albumin / lactate imputation for all train-test splits so that we can score their performance properly and compare this to performance without the mortality feature.

finncatling commented 3 years ago

Done in #106