Prediction of adverse events in Afghanistan: regression analysis of time series data grouped not by geographic dependencies

Krzysztof Fiok, Waldemar Karwowski, Maciej Wilamowski

The aim of this study was to approach a difficult regression task on highly unbalanced data regarding active theater of war in Afghanistan. Our focus was set on predicting the nega…