print('Sum of Squares Explained (SSE): {}'.format(sse)) print('Total Sum of Squares (SST): {}'.format(sst)) print('Sum of Squared Residuals (SSR): {}'.format(ssr)) print('RMSE: {}'.format(np.sqrt(results.mse_resid)))