Fig. 6
From: Metabolome of human gut microbiome is predictive of host dysbiosis
Predicting host status on four types of microbiome information: combined donor results. Each point on the graph shows the results of an SVM trained on a subset of community structure, enzyme function profile, and community total and secondary metabolism. The X-axis is the percent of features, selected from top-ranked Fisher score, used to train SVMs. Y-axis is the F-score for the prediction accuracy of the SVM model. Red ‘Xs’ identify the training data subsets that produced the most predictive models