Learning which features changed my examples?

Is it possible to learn which features determine how the examples changes? Forgive my bad terminology, I’m a noob.

I have a set of examples and none of them start as as blue. ( This is not particular to images, just seems to be easy to use a color…) I have a set of features that are applied to all of my examples. Some of these examples turn blue, while others do not. Is it possible to learn which features made the examples turn blue?

thx