The following syntax box lists some of the most commonly used commands to build decision trees. Compared to the machine learning approaches we used previously, the C5.0 algorithm offers many more ways to tailor the model to a particular learning problem, but more options are available. Once the C50 package has been loaded, the ?C5.0Control command displays the help page for more details on how to finely-tune the algorithm.