The Functional Needs Repair is less than 5000 responses compared to Functional and Non-Functional categories.
I believe it is a classic case of class imbalance (approximately 8 and 6 times) I think.
Is non-functional and functional needs repair that significantly different? In both cases, repair is still needed?
Is it wise for me to resample it and have functional needs repair under non-functional and train the model that way?
Any and all advices are welcome. I am quite a newbie here!