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Chris Fonnesbeck - Flexible Statistical Modeling with Bayesian Additive Regression Trees Most machine learning methods give you a prediction but not a measure of how much to trust it. Bayesian Additive Regression Trees (BART) combine the flexibility of tree ensembles (e.g. random forests, boosting) with full uncertainty quantification—every ...
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