Research Article
Ensemble Learning for Short-Term Traffic Prediction Based on Gradient Boosting Machine
Algorithm 1
Generic gradient boosting decision trees algorithm.
Initialize with a constant, | For to do: | For compute the negative gradient | | End; | Fit a new regression tree | Compute the best gradient descent step-size | | Update | End; | Output |
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