Extended Data Fig. 7: More performance metrics to compare mNODE with existing methods on five real microbial community datasets.
For the dataset PRISM+NLIBD, seven performance metrics are used: a1 the top-3 mean SCC \({\bar{\rho }}_{3}\), a2 the top-5 mean SCC \({\bar{\rho }}_{5}\), a3 the top-10 mean SCC \({\bar{\rho }}_{10}\), a4 the top-50 mean SCC \({\bar{\rho }}_{50}\), a5 the number of metabolites with SCCs larger than 0.3 Nρ>0.3, a6 the number of metabolites with SCCs larger than 0.4 Nρ>0.4, and a7 the number of metabolites with SCCs larger than 0.5 Nρ>0.5. b1-b7 Performance of methods measured by seven metrics on the data from lung samples of patients with cystic fibrosis. c1-c7 Performance of methods on the data from soil biocrust samples after 5 wetting events. d1-d7 Performance of methods on the data from faecal samples of children at age 3. e1-e7 Performance of methods on the data from blood plasma samples of children at age 3.
