Loss Function, Data Science, Heartbeat, Data Science For Ml.
http://scikit-learn.org/stable/auto_examples/ensemble/plot_gradient_boosting_quantile.html The above figure shows a 90% prediction interval calculated using the quantile loss function available in GradientBoostingRegression of sklearn library. The upper bound is constructed γ = 0.95 and lower bound