Figure 3

Prediction of outcomes using a random forest classifier trained to differentiate between the healthy group and disease groups. Ten important features were selected from the combined metagenome at the genus level and faecal organic acids, using a random forest classification model. The features were ranked based on the average mean decrease in accuracy, which was determined using 10 model constructions. Data are expressed as means ± SD.