Refactoring preprocessing
Created by: valer1435
Solving issue https://github.com/nccr-itmo/FEDOT/issues/812
The main changes:
- Ohe-hot-encoding and simple_imputation are deleted from default model pool
- Cleaning preprocessor become after fold evaluation
- Due to (3) we need to fit pipeline to calculate intermediate metric