Which can be expanded to other params after warm_start is introduced for other tree params in DecisionTreeRegressor/DecisionTreeClassifier

@ogrisel @glouppe @agramfort @jnothman @amueller @MechCoder @jmschrei votes please?

If there is sufficient interest I can raise a PR for this...