Also, I just "re-thought" about @ogrisel suggestion to use `min_n_samples=0.5`. Wouldn't it be better to use `min_n_samples=X.shape[1]` as a default, since the default estimator is `LinearRegression` and this would be the well-determined case without any redundancy?