The Accuracy column shows the cross-validation accuracy, and the Diff column shows the improvement over the majority class baseline.
this is partly due to the increased class imbalance of trolls vs. non-trolls, which can be seen by the decrease in the improvement of our classifier compared to the majority class baseline.