MOESM11 of Development of an objective gene expression panel as an alternative to self-reported symptom scores in human influenza challenge trials

Additional file 11: Figure S8. Prediction of Any Symptom (DSS > 0) or No Symptom (DSS = 0) classes using a random forest model on Fluidigm. A, Prediction probabilities are shown on the y-axis and samples with probabilities <0.5 are classified as No Symptom. B, Importance of individual markers for the categorized prediction within the panel of 19 primers. x-axis shows the decrease in Gini coefficient if the respective gene is left out of the model. C, ROC analysis of the categorized prediction.