Different precision parameters are listed for each protocol.

Only the best algorithms (highlighted in Fig 3) are shown. Accuracy is calculated as (TP+TN)/total; Sensitivity is TP/actual MS; Specificity as TN/actual Healthy; Precision as TP/predicted MS; Error rate as 1 –accuracy and Prevalence as Actual MS/total with total = TN + TP + FP + FN. Abbreviations: TP, true positives; TN, true negatives; FP, false positives; FN, false negatives; MS, multiple sclerosis.