Evaluate the output</a></li><li><a href="#9">Overfitting example</a></li><li><a href="#12">Nonnegative factorization</a></li><li><a href="#13">Create an example problem.</a></li><li><a href="#14">Generate initial guess of the corret size</a></li><li><a href="#15">Call the <tt>cp_opt</tt> method</a></li><li><a href="#16">Check the output</a></li><li><a href="#18">Evaluate the output</a></li></ul></div><h2 id="1">Third-party optimization software</h2><p>The <tt>cp_opt</tt> method uses third-party optimization