Supervised Learning and Model Analysis with Compositional Data

Shimeng Huang, Elisabeth Ailer, Niki Kilbertus +1

The compositionality and sparsity of high-throughput sequencing data poses a challenge for regression and classification. However, in microbiome research in particular, conditional…