Predictive analytics is increasingly used in industry, business, finance, government, healthcare, and education, using methods from machine learning, data mining and statistics. The use of predictive analytics can lead to improved and efficient decision making but the models that are generated are often highly complex. This makes it hard to understand, trust, and judge the results of such models for humans.