Fig. 3

Influence of training set size on prediction accuracy. The swarm plot shows prediction accuracy on the basis of MCC values achieved by the different methods for training sets of varying size. Each of the 100 activity classes is represented by a dot that is color-coded according to the spectrum on the right according to the total number of MMPs in training sets (i.e., the darker the blue color, the larger the training set)