Detailed analysis of the results for different feature sets

In this section we report more details of the effectiveness of the different strategies adopted for the creation of the three different feature sets. We also justify some decisions made during the process of designing the feature sets. The results shown in this section are provided with respect to the training dataset, since the decisions regarding the design of the features were made before the test dataset was released.