No, the features you suggest are not part of AI factor since there are a multitude of models, and not all support those features. Adding more model-dependent features requires careful UX considerations and AI factor is a version 1 release. Also, other more important things are missing like feature engineering tools.
FYI, we have enabled AI Factor for some of the legacy membership, and for the Portfolio membership. First time users also get a $50 credit for training. We'll formally announce it soon. Take a look, let me know what you think.
The ranking system CV optimizer would be much simple than AI Factor. Not sure yet how much simpler. Probably something like this
- Few target options
- None of the complicated, per feature normalization
- No predictors
- No hyper-parameter tuning
Thanks for the suggestions. We'll be discussing this for sure in our upcoming retreat.