Table 1

Performance summary of the classifier at increased samples per subject for this cohort (daily samples) and a previously published cohort

AUCSamples per subjectControlsCrohn’s diseaseSampling
0.801*1219Daily samples
0.7711219
0.8221219
0.8531218
0.8641218
0.8751218
0.8761218
0.8871218
0.8881218
0.8791218
0.87101217
0.86111216
0.801*919Monthly samples3
0.801919
0.832915
0.863814
0.924812

  • The AUC summarises the performance; closer to 1 is better, of the model trained on the different sample sizes as described by the other columns.*Represents the performance of a classifier that relies on non-longitudinal relative abundances only.AUC, area under the curve.