I’m attempting to use collaborative filtering to predict the efficacy of various existing drugs on COVID-19.
Here’s my dataset on github.
My questions are:
- Am I going in the right direction in attempting to build the model?
- How do I test which drugs will have any kind of an appreciable impact on COVID-19? In other words, given a bunch of rows like so:
I want to show a listing of other drugs from this drug database which are predicted to have some efficacy (greater than some threshold that I define) on COVID-19. How do I show this listing?
I’d appreciate any help, thoughts or ideas.