Prediction Intervals for Gradient Boosting Regression
Fit gradient boosting models trained with the quantile loss and alpha=,, The models obtained for alpha= and alpha= produce a 90% confidence interval (95% 5% = 90%). The model trained with alpha= produces a regression of the median: on average, there should be the same number of target observations above and below the ...