PredictiveInferenceIsFreewiththe Jackknife+-after-Bootstrap

Ensemble learning is a popular technique for enhancing the performance of machine learning algorithms. It is used to capture a complex model space with simple hypotheses which are often significantly easier to learn, or to increase the accuracy of an otherwise unstable procedure [see 14,27,29,andreferencestherein].