Identifying Infliximab- (IFX-) Responsive Blood Signatures for the Treatment of Rheumatoid Arthritis

Figure 3

IFS curves with different classification algorithms on top 10-200 features. The support vector machine (SVM) yields the MCC of 0.686 when only top 60 features are used. It is still higher than the highest MCC yielded by the optimum random forest (RF) classifier.