no code implementations • 30 Jul 2023 • Chiara Balestra, Carlo Maj, Emmanuel Müller, Andreas Mayr
The rankings can be used to reduce the dimension of collections of gene sets, such that they show lower redundancy and still a high coverage of the genes.
1 code implementation • 22 Jul 2022 • Chiara Balestra, Carlo Maj, Emmanuel Mueller, Andreas Mayr
However, we believe that the rankings proposed are of use in bioinformatics to increase interpretability of the gene sets collections and a step forward to include redundancy into Shapley values computations.
1 code implementation • 17 May 2022 • Chiara Balestra, Florian Huber, Andreas Mayr, Emmanuel Müller
Unsupervised feature selection aims to reduce the number of features, often using feature importance scores to quantify the relevancy of single features to the task at hand.