Harvestman: a framework for hierarchical feature learning and selection from whole genome sequencing data (BMC Bioinformatics)

Supervised learning from high-throughput sequencing data presents many challenges. For one, the curse of dimensionality often leads to overfitting as well as issues with scalability. This can bring about inacc...