In order to investigate how the initial pool of labelled data points affects the performance of active learning, we evaluated three different sizes of the initial pool of labelled training data points for active learning, namely, 10, 100 and 1000 labelled training data points. Five sets were randomly selected for each number of initial data points, which gives 15 different initial pools per data set.