Figure 3

Simulation results using weighted SVM. The dataset was balanced through weighting by the inverse of the overall class proportions. Uses CV and SVM on a dataset of size 30 and discriminability d' = 0.5. The blue circles and red triangles show the AUC calculated using the pooling strategy and the classification accuracy.