in case C is fixed and user wants --scan-k, this could be made more efficient

[UnixJunkie]

Assume k in [1..N].

1. Train N models in parallel
2. use from 1 up to N of those trained models to do the predictions
   --> we only train N models in total.
   Currently, we train 1+2+3+...+N models!