def fit_all(**rf_params):
regr = RandomForestRegressor(**rf_params)
# Make sure all cores are used.
regr.n_jobs = get_ncpus()
regr.fit(all_splits.X_train, all_splits.y_train)
return regr
def fit_rf_out_season(**rf_params):
regr = RandomForestRegressor(**rf_params)
# Make sure all cores are used.
regr.n_jobs = get_ncpus()
regr.fit(out_fs_splits.X_train, out_fs_splits.y_train)
return regr
