Fig. 16
From: Modeling microbiome-trait associations with taxonomy-adaptive neural networks
MIOSTONE demonstrates superior performance in using taxonomy-dependent representation dimensionality. MIOSTONE’s assigning larger taxonomic groups with greater representation dimensionality can aid in capturing more complex biological patterns to predict traits, compared to using fixed representation dimensionality