Confidence Intervals for the Generalisation Error of Random Forests

Samyak Rajanala, Stephen Bates, Trevor Hastie +1

Out-of-bag error is commonly used as an estimate of generalisation error in ensemble-based learning models such as random forests. We present confidence intervals for this quantity…