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(2022) 63:E93101

DOI: 10.1016/s0002-9343(01)00704-5 Sima AA, Calvani M, Mehra M, Amato A

Stochastic Gradient Boosting (SGB) The basic principle of boosting refers to the idea that a model constructed by week learners (e.g., model F m built by m trees which are numbered from 1 to m) can be modified to become better by adding new tree, as the goal of each iteration step (i.e., generating a new tree) is to reduce the classification error made by current model

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They are not the journey itself.