Hi Amadeo,

Thanks for your message.

The tuned Random Forest model did increase accuracy and sensitivity compared with the original Random Forest model.

It is possible that the prediction would improve if only using significant variables for logistic regression, but I did not try this time. If you tried, please let me know.

Thank you

Susan