Emotions dataset. Performance of the classifier as a function of the fraction of transitions kept. In blue, small transitions, in red, large transitions. Due to the large size of the dataset, the performance of the classifier was computed for a smaller number of values of F as compared with the other datasets, and hence the figure is less smooth. (Color figure online)