.. _example_linear_model_plot_ols_3d.py: ========================================================= Sparsity Example: Fitting only features 1 and 2 ========================================================= Features 1 and 2 of the diabetes-dataset are fitted and plotted below. It illustrates that although feature 2 has a strong coefficient on the full model, it does not give us much regarding `y` when compared to just feature 1 .. rst-class:: horizontal * .. image:: images/\plot_ols_3d_001.png :scale: 47 * .. image:: images/\plot_ols_3d_002.png :scale: 47 * .. image:: images/\plot_ols_3d_003.png :scale: 47 **Python source code:** :download:`plot_ols_3d.py ` .. literalinclude:: plot_ols_3d.py :lines: 15- **Total running time of the example:** 0.52 seconds ( 0 minutes 0.52 seconds)