What matters in Analytics
You have prepared a wonderful model. The model is predicting everything at the accuracy of 98%. All the parameters of accuracy are good. But still your model is worthless. Why?
Business wants actionable insights from the model. In case you model is predicting drop out but business can not do anything to stop the dropping of patient. Nothing can happen. So be mindful about the insights when you prepare the model.