Gradient Boosted Trees for Spatial Data and Its Application to Medical Imaging Data
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Boosting Trees are one of the most successful statistical learning approaches that involve sequentially growing an ensemble of simple regression trees ("weak learners"). This paper proposes a gradient Boosted Trees algorithm for Spatial Data (Boost-S) with cov... ...
