Fig. 1

SMEAR’s prediction of microbial taxa. (A) Average classification performance (AUC) for the 50 most abundant genera of the fecal image dataset. (B) ROC curves of the Top10-performing genera, with ROC curves of the permutation test results: Sporobacter, Oscillibacter, Intestinimonas, Neglecta, Megasphaera, Lachnospira, Methanobrevibacter, Harryflintia, Roseburia and Dialister.