Tag: Machine Learning

All the articles with the tag "Machine Learning".

• Feature engineering from claims data for a Random Forest classifier

  28 May, 2026

  Healthcare claims have dozens of potential features for patient risk models. Here's how to select and validate features from a Tuva Project dataset for a Random Forest classifier predicting HCC gaps.

• Predicting patient risk with scikit-learn on top of HCC suspecting data

  28 May, 2026

  A Random Forest classifier on Tuva's hcc_suspecting__summary table, using age, sex, paid amount, and condition count to predict which patients have above-median HCC gaps.