Like some of the other comments, I would like to see if they could have learned the important features from the data instead of manufacturing them based on loose characteristic descriptions. They pride themselves on matching the performance of the previous work with less features, but they clearly spent a lot of time developing these more complicated featues specific to the application. Nonetheless, it is an interesting attempt at such a vaguely defined, but potentially useful classification problem.