Fig. 3. Results as a function of training set sizes with a fixed test set size of N = 300.
a Probabilities for linear SVMs to yield an accuracy exceeding a certain threshold as a function of training sample size. b Minimum, maximum and mean results for the linear SVMs as a function of training sample size. c Probabilities for the dummy classifier to get an accuracy above a certain chance level related to the size of the training set size. d Minimum, maximum and mean results for the dummy classifier related to the size of the used sample size for training.