[section] [theorem] [theorem]Lemma [subsection]
As a counter example, another algorithm was ran on the same problem as \ref{figure-lowROCAUC}.Notice how the algorithm is considered perfect by the ROCAUC metric. No data transformation have been applied to the set between runs. The difference in the two scores is notable and corresponds entirely to the algorithm chosen.1
The code used for this run can be found in a public iPython Notebook accessible at https://github.com/jdemonasterio/authorea/blob/master/Notebooks/roc_curve_graph.ipynb↩