Beyond Prediction: Using Big Data for Policy Problems

Beyond Prediction: Using Big Data for Policy Problems

Science. February
3, 2017, Vol. 335, Issue 6324, Pages 483-485

Machine-learning prediction methods have been extremely productive in applications ranging from medicine to allocating fire and health inspectors in cities. However, there are a number of gaps between making a prediction and making a decision, and underlying assumptions need to be understood in order to optimize data-driven decision-making.