Add the --load option for loading forests from files (like ranger does)

[fradav]

The --save is already done.
For the loading the idea is to replace the part where we compute the trees with precomputed tree from the file and update all cumulative stats (predictions/OOB) like usual.
Same caveats as the "--save", won’t work with generated features like noise ones and PLS/LDA.