I am working with classification problem. I have a dataset with a lot of features. A lot of them can easily determine class. On production, I want to ask the user to provide me with only part of the information.
Which algorithm is able to make pretty accurate predictions from incomplete data?
I was thinking about decisions tree, but I don't want to determine the entry point to my algorithm.
Suppose that my features are binary. I want to give choice to my user which features are most common for him and based on that information make pretty accurate predictions.