Fig. 18
From: Modeling microbiome-trait associations with taxonomy-adaptive neural networks
MIOSTONE demonstrates superior performance in using data-driven aggregation of neuron representations. MIOSTONE’s data-driven aggregation of neuron representations either outperforms or matches the performance of the deterministic selection of nonlinear representations across most datasets