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lgessl / patroklos

An R package pipelining binary classification of survival
https://lgessl.github.io/patroklos/
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Support creating `Model`s from an existing `Model` template automatically #12

Closed lgessl closed 2 months ago

lgessl commented 5 months ago

For feature tuning: Given a model without any pheno features included and a set of pheno features, return a list of models for every subset of this set of features. Possibly without the given model (this may just be a template).

lgessl commented 2 months ago

This would turn validation into a statistical fiasco due to huge subsets of models with i.i.d. validated errors. Rather provide all possible features and let regularization tackle the issue.