To improve the accuracy and trustability of the prediction, an ensemble of diverse models is constructed. Outliers (red points in Figure 15) mark the times when behavior alone can not explain payment activity, and when likely other types of economic agent behavior should be considered (for instance, payments triggered by trading activity).