Figure 1: A common methodology workflow to identify and confirm cancer subtypes. The unsupervised or class discovery methods can be used to identify the unrecognized tumor subtypes, and the supervised or classification methods can be used to allocate the samples into previously defined classes. The entire workflow also can help to identify potential biomarkers, through feature selection methods applied before classification.