Fig. 4

Evaluating accuracies of different distance metrics using three classification algorithms. A Data acquisition for a phylogeny-informed taxon-function table, distance metrics calculation, classification methods, and evaluation models. B The accuracy classification evaluation of Bray–Curtis dissimilarity, binary Jaccard distance, Euclidean distance, and PhyloFunc distance metrics based on KNN, MLP, and SVM algorithms