Machine learning in creating a new highly rated design

First find a dataset that include app design and their ratings.

If i want to design that is highest rated I could learn mapping between design style and rating. We can design best features that can give our app or web page good attention. These kind of models can be very useful for UX/UI engineers in the future.

Basic steps that we can follow:

1. If you are not sure what feature to include in your design first find list all the features you want in your design.

2. Modify the dataset according to features you want.

3. Train the model on this dataset.

4. Make use of model by finding ratings of a feature that can tell it should be included in your design or not.

This is just an basic idea and has not been implemented practically.