Figure 2

Degradation of the performance for different classifiers. Performance of SVM with polynomial kernel (brown curve), Random Forests (green curve), QDA (black curve) and Adaboost (gray curve), estimated by 10-fold cross validation (cv), as an increasingly number of noisy features is added to the patterns defined in scenarios 1, 2, 3 and 4 (left to right and top to bottom).