UMCU-Digital-Health / No_Show

No-show prediction model to reduce the amount of no-shows at the clinics
MIT License
7 stars 2 forks source link

Try out IECV with different models on different clinics #58

Closed rubenpeters91 closed 1 month ago

rubenpeters91 commented 7 months ago

To get an idea about the heterogeneity of the data with respect to the clinics we have to evaluate the following:

  1. Apply Internal/External CV using linear models (logistic regression) and current model where splits are made on clinic level
  2. Train separate models per clinic and check performance
  3. Use tree-based models with a clinic feature and test performance