Predicting terrorism with machine learning

Snapshot of a weekly prediction (week 600) of terrorist attacks in Iraq, Iran, Afghanistan, Pakistan using XGBoost machine learning algorithm. Green: observed and predicted attack, white: non-observed and non-predicted attack, red: observed but not predicted attack, orange: not observed but predicted attack.