RGIFE: A ranked guided iterative feature elimination heuristic for the identification of biomarkers

Current -omics technologies are able to sense the state of a biological sample in a very wide variety of ways. Given the high dimensionality that typically characterises these data, relevant knowledge is often hidden and hard to identify.